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The best AI tools for research papers and academic research (Literature review, grants, PDFs and more)

As our collective understanding and application of artificial intelligence (AI) continues to evolve, so too does the realm of academic research. Some people are scared by it while others are openly embracing the change. 

Make no mistake, AI is here to stay!

Instead of tirelessly scrolling through hundreds of PDFs, a powerful AI tool comes to your rescue, summarizing key information in your research papers. Instead of manually combing through citations and conducting literature reviews, an AI research assistant proficiently handles these tasks.

These aren’t futuristic dreams, but today’s reality. Welcome to the transformative world of AI-powered research tools!

This blog post will dive deeper into these tools, providing a detailed review of how AI is revolutionizing academic research. We’ll look at the tools that can make your literature review process less tedious, your search for relevant papers more precise, and your overall research process more efficient and fruitful.

I know that I wish these were around during my time in academia. It can be quite confronting when trying to work out what ones you should and shouldn’t use. A new one seems to be coming out every day!

Here is everything you need to know about AI for academic research and the ones I have personally trialed on my YouTube channel.

My Top AI Tools for Researchers and Academics – Tested and Reviewed!

There are many different tools now available on the market but there are only a handful that are specifically designed with researchers and academics as their primary user.

These are my recommendations that’ll cover almost everything that you’ll want to do:

Want to find out all of the tools that you could use?

Here they are, below:

AI literature search and mapping – best AI tools for a literature review – elicit and more

Harnessing AI tools for literature reviews and mapping brings a new level of efficiency and precision to academic research. No longer do you have to spend hours looking in obscure research databases to find what you need!

AI-powered tools like Semantic Scholar and elicit.org use sophisticated search engines to quickly identify relevant papers.

They can mine key information from countless PDFs, drastically reducing research time. You can even search with semantic questions, rather than having to deal with key words etc.

With AI as your research assistant, you can navigate the vast sea of scientific research with ease, uncovering citations and focusing on academic writing. It’s a revolutionary way to take on literature reviews.

• Elicit –  https://elicit.org
• Litmaps –  https://www.litmaps.com
• Research rabbit – https://www.researchrabbit.ai/
• Connected Papers –  https://www.connectedpapers.com/
• Supersymmetry.ai: https://www.supersymmetry.ai
• Semantic Scholar: https://www.semanticscholar.org
• Laser AI –  https://laser.ai/
• Inciteful –  https://inciteful.xyz/
• Scite –  https://scite.ai/
• System –  https://www.system.com

If you like AI tools you may want to check out this article:

• How to get ChatGPT to write an essay [The prompts you need]

AI-powered research tools and AI for academic research

AI research tools, like Concensus, offer immense benefits in scientific research. Here are the general AI-powered tools for academic research. 

These AI-powered tools can efficiently summarize PDFs, extract key information, and perform AI-powered searches, and much more. Some are even working towards adding your own data base of files to ask questions from. 

Tools like scite even analyze citations in depth, while AI models like ChatGPT elicit new perspectives.

The result? The research process, previously a grueling endeavor, becomes significantly streamlined, offering you time for deeper exploration and understanding. Say goodbye to traditional struggles, and hello to your new AI research assistant!

• Consensus –  https://consensus.app/
• Iris AI –  https://iris.ai/
• Research Buddy –  https://researchbuddy.app/
• Mirror Think – https://mirrorthink.ai

AI for reading peer-reviewed papers easily

Using AI tools like Explain paper and Humata can significantly enhance your engagement with peer-reviewed papers. I always used to skip over the details of the papers because I had reached saturation point with the information coming in. 

These AI-powered research tools provide succinct summaries, saving you from sifting through extensive PDFs – no more boring nights trying to figure out which papers are the most important ones for you to read!

They not only facilitate efficient literature reviews by presenting key information, but also find overlooked insights.

With AI, deciphering complex citations and accelerating research has never been easier.

• Aetherbrain – https://aetherbrain.ai
• Explain Paper – https://www.explainpaper.com
• Chat PDF – https://www.chatpdf.com
• Humata – https://www.humata.ai/
• Lateral AI –  https://www.lateral.io/
• Paper Brain –  https://www.paperbrain.study/
• Scholarcy – https://www.scholarcy.com/
• SciSpace Copilot –  https://typeset.io/
• Unriddle – https://www.unriddle.ai/
• Sharly.ai – https://www.sharly.ai/
• Open Read –  https://www.openread.academy

AI for scientific writing and research papers

In the ever-evolving realm of academic research, AI tools are increasingly taking center stage.

Enter Paper Wizard, Jenny.AI, and Wisio – these groundbreaking platforms are set to revolutionize the way we approach scientific writing.

Together, these AI tools are pioneering a new era of efficient, streamlined scientific writing.

• Jenny.AI – https://jenni.ai/ (20% off with code ANDY20)
• Yomu – https://www.yomu.ai
• Wisio – https://www.wisio.app

AI academic editing tools

In the realm of scientific writing and editing, artificial intelligence (AI) tools are making a world of difference, offering precision and efficiency like never before. Consider tools such as Paper Pal, Writefull, and Trinka.

Together, these tools usher in a new era of scientific writing, where AI is your dedicated partner in the quest for impeccable composition.

• PaperPal –  https://paperpal.com/
• Writefull –  https://www.writefull.com/
• Trinka –  https://www.trinka.ai/

AI tools for grant writing

In the challenging realm of science grant writing, two innovative AI tools are making waves: Granted AI and Grantable.

These platforms are game-changers, leveraging the power of artificial intelligence to streamline and enhance the grant application process.

Granted AI, an intelligent tool, uses AI algorithms to simplify the process of finding, applying, and managing grants. Meanwhile, Grantable offers a platform that automates and organizes grant application processes, making it easier than ever to secure funding.

Together, these tools are transforming the way we approach grant writing, using the power of AI to turn a complex, often arduous task into a more manageable, efficient, and successful endeavor.

• Granted AI – https://grantedai.com/
• Grantable – https://grantable.co/

Best free AI research tools

There are many different tools online that are emerging for researchers to be able to streamline their research processes. There’s no need for convience to come at a massive cost and break the bank.

The best free ones at time of writing are:

• Elicit – https://elicit.org
• Connected Papers – https://www.connectedpapers.com/
• Litmaps – https://www.litmaps.com ( 10% off Pro subscription using the code “STAPLETON” )
• Consensus – https://consensus.app/

Wrapping up

The integration of artificial intelligence in the world of academic research is nothing short of revolutionary.

With the array of AI tools we’ve explored today – from research and mapping, literature review, peer-reviewed papers reading, scientific writing, to academic editing and grant writing – the landscape of research is significantly transformed.

The advantages that AI-powered research tools bring to the table – efficiency, precision, time saving, and a more streamlined process – cannot be overstated.

These AI research tools aren’t just about convenience; they are transforming the way we conduct and comprehend research.

They liberate researchers from the clutches of tedium and overwhelm, allowing for more space for deep exploration, innovative thinking, and in-depth comprehension.

Whether you’re an experienced academic researcher or a student just starting out, these tools provide indispensable aid in your research journey.

And with a suite of free AI tools also available, there is no reason to not explore and embrace this AI revolution in academic research.

We are on the precipice of a new era of academic research, one where AI and human ingenuity work in tandem for richer, more profound scientific exploration. The future of research is here, and it is smart, efficient, and AI-powered.

Before we get too excited however, let us remember that AI tools are meant to be our assistants, not our masters. As we engage with these advanced technologies, let’s not lose sight of the human intellect, intuition, and imagination that form the heart of all meaningful research. Happy researching!

Thank you to Ivan Aguilar – Ph.D. Student at SFU (Simon Fraser University), for starting this list for me!

Dr Andrew Stapleton has a Masters and PhD in Chemistry from the UK and Australia. He has many years of research experience and has worked as a Postdoctoral Fellow and Associate at a number of Universities. Although having secured funding for his own research, he left academia to help others with his YouTube channel all about the inner workings of academia and how to make it work for you.

Thank you for visiting Academia Insider.

We are here to help you navigate Academia as painlessly as possible. We are supported by our readers and by visiting you are helping us earn a small amount through ads and affiliate revenue - Thank you!

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The 11 best AI tools for academic writing

By leveraging the power of the right AI tool, you can significantly improve the clarity, efficiency, and overall quality of your academic writing. In this guide, we reviewed and ranked 11 popular AI tools for academic writing , along with our top 3 choices, so that you can pick the best one.

Disclosure: This post contains affiliate links, which means I may earn a small commission if you make a purchase using the links below at  no additional cost to you.

What are the best AI tools for academic writing?

• 3. QuillBot

4. Writefull

5. grammarly, 6. wordtune, 7. paperpal, 8. sourcely, 10. writesonic, 11. textcortex, summary and top picks.

With the rise of AI tools, academic writing is undergoing a remarkable transformation. The emergence of new AI-powered tools has revolutionized the way researchers, scholars, and students approach their writing tasks.

However, not all tools are created equal! And with the influx of options, it’s important for academics to discern between the high-quality ones and the mediocre ones that can hinder efficiency rather than enhance it.

High-quality AI tools for academic writing help you:

• correct grammar and spelling mistakes,
• paraphrase,
• incorporate references,
• and much more.

Having to use multiple tools for different purposes can be frustrating. Therefore, comprehensive testing was conducted on AI tools to assess their all-encompassing capabilities.

Furthermore, the optional functions were compared to their respective prices to ensure a fair pricing structure. AI support for academic writing should be affordable and not strain your budget.

Here are Master Academia’s top picks for the best AI tools for academic writing in 2023:

Best Overall for Academic Writing ($6.67/month)

Trinka is a unique AI-powered writing tool designed specifically for academic and technical writing.

What sets Trinka apart is its ability to go beyond basic grammar and spelling corrections. It assists writers in finding the appropriate tone and style for academic writing, while also improving conciseness and implementing formal syntax.

Trinka takes into account the specific research subjects, ensuring that the writing style, word choice, and tone align with disciplinary standards and scientific conventions.

In addition to these advanced writing enhancements, Trinka offers a range of additional features. It includes consistency checking to maintain a coherent writing style, publication readiness checks to prepare your work for submission, plagiarism checking to ensure originality, and a citation analyzer to assess the quality and relevance of your citations.

By providing these comprehensive tools, Trinka offers a convenient and all-encompassing solution for taking your academic writing to the next level.

Key Features:

• Robust grammar and spell-checker – Real-time writing suggestions that also cover tone and style enhancement, syntax, and technical spelling make you a proficient academic writer.
• Disciplinary and scientific conventions – Trinka provides specialized adjustments of language, style, and tone to adhere to scientific conventions in various research fields, based on existing academic publications.
• Powerful plagiarism checker – Through the inclusion of a powerful plagiarism checker powered by iThenticate and Turnitin (renowned software for plagiarism detection), you do not have to worry about accidental plagiarism.
• Wide range of additional features – Trinka offers extra features such as a citation analyzer, journal finder, and publication readiness checker, ensuring your academic writing is prepared for publication efficiently.
• Customization – Trinka has a personal dictionary feature, allowing you to customize the spellchecker to suit your own research work, facilitating a seamless editing process.
• Plug-ins – Plug-ins are available for your favorite browser, and work on Microsoft Word, Google Docs, Gmail, Evernote, Notion, and more.
• For the Trinka Citation Checker and Plagiarism Check, you need to upload your file separately.

You can use the basic version of Trinka for free, which includes access to all features but with a monthly word limit of 5000 words. The pricing for Trinka’s premium plan starts at $6.67 per month with annual billing, which is extremely affordable.

Best for Summarizing ($15.99/month)

Genei has established itself as a prominent player in the realm of academic AI tools, and rightfully so.

As a comprehensive tool designed for academics, Genei goes beyond assisting with workflow organization and document storage—it also offers a plethora of features tailored specifically for academic writing.

Genei streamlines the academic writing process by utilizing AI-generated summaries and note-taking shortcuts, extracting information from academic articles.

Users can benefit from comprehensive summaries of entire articles or manually highlighted passages, which can be expanded, condensed, rephrased, and summarized with ease using Genei.

Moreover, Genei allows users to seamlessly adapt writing styles and effortlessly incorporate references.

For those heavily reliant on literature reviews in their academic writing, Genei proves to be a gamechanger.

• Research article summaries – Academic writing often necessitates summarizing existing scientific articles, and Genei excels in simplifying this task with its high-quality AI-generated summaries.
• Integrated workflow management – With Genei, you have the ability to save, store, and organize your publications and other documents, providing you with a comprehensive solution to manage your entire workflow within the tool.
• Summarizing notes – When reading and summarizing within Genei, you have the option to utilize the note function, enabling you to highlight specific text passages and gather your thoughts, all of which can be conveniently converted into text format.
• Control and customization over generated summaries: Genei allows you to provide specific instructions to the AI, such as requesting to “expand,” “rephrase,” or “summarize” a particular section. ‍
• Academic discount – As an academic, you can receive a 40% discount on your Genei Pro subscription.
• Genei does not offer the option to customize the style and tone to adhere to specific disciplinary standards.
• To utilize Genei, it is necessary to access its online interface as the tool does not offer any integrations or plug-ins with other platforms.

Genei offers two pricing structures, one for professionals and another for academics.

Professionals:

• The basic version costs £9.99 per month, providing unlimited projects and resources but excluding GPT3 summaries and AI-powered expand, paraphrase & rephrase functions, with a maximum individual file upload of 5GB. The professional pro version, priced at £29.99/month, offers unlimited file upload and full functionality. Annual discounts are available.
• For academics, the basic version costs £4.99, while the pro version costs £19.99, which is essential for accessing the summaries and paraphrasing functions. With the annual discount, the pro version costs £15.99 per month.

3. Quil lBot

Best for Paraphrasing ($8.33/month)

QuillBot is an AI-powered paraphrase tool that helps you to rewrite, edit, and adjust the tone of your text for increased clarity.

With QuillBot ‘s all-in-one Co-Writer, you can access paraphrasing, summarizing, citation creation, and essay writing tools in a single location.

QuillBot’s online paraphraser allows you to modify the meaning of any text using a variety of options. It offers two free modes and five premium modes, allowing you to control the level of vocabulary change.

A synonym slider enables you to adjust the amount of rewriting, in addition to a built-in thesaurus for customizing your paraphrases.

In simple terms, QuillBot’s AI will collaborate with you to generate effective rephrasing. You have a lot of control as you can compare outputs from all seven available modes to choose the most suitable paraphrase.

QuillBot integrates seamlessly with Chrome and Microsoft Word, eliminating the need to switch windows when rephrasing sentences, paragraphs, or articles.

• Paraphrasing options – QuillBot allows you to choose from seven different paraphrasing options (standard, fluency, formal, simple, creative, expand, shorten) to adjust your paraphrasing to your needs.
• Built-in thesaurus – You can customize paraphrases with synonyms using the built-in thesaurus, which is extremely handy.
• Track changes – You can view word count and percent change to feel confident about your revisions when paraphrasing.
• All-in-one – Access all of QuillBot’s tools in one writing space, including paraphrasing, summarizing, access to its citation generator, and its plagiarism checker.
• Translation option – Translate text into 30+ languages.
• Seamless integration – It is easy to incorporate QuillBot into your existing writing tools via Word and Chrome extensions.
• Pause subscription – Academics and students can pause their subscription to align with their academic writing periods.
• QuillBot does not offer the option to customize the style and tone to adhere to specific disciplinary standards.
• QuillBot has no built-in note-taking option.

The free plan of QuillBot allows paraphrasing of up to 125 words and summarizing of up to 1200 words at a time, but excludes advanced features like advanced grammar rewrites, comparing paraphrasing options, and the plagiarism checker.

With the premium plan, you gain access to full functionality, including unlimited word paraphrasing, summarizing up to 6000 words, faster processing, advanced grammar features, tone detection, and more. The premium plan is priced at $19.95 per month or $8.33 per month when paid annually.

QuillBot also offers a 100% money back guarantee for the QuillBot Premium Plan.

Solid Editing and Content Creation Tool ($5.46/month)

Writefull utilizes language models trained on extensive journal articles to provide tailored edits for academic writing and offers automatic paraphrasing and text generation.

With additional AI widgets like the Abstract Generator, Academizer, Paraphraser, and Title Generator, it provides inspiration and assistance for academic writers.

Writefull is a powerful editing tool designed for individuals who struggle with writer’s block and prefer to revise and edit existing text rather than creating it from scratch.

Writefull is available for Word and Overleaf, allowing users to revise, upload, and download documents with track changes. This can be particularly useful if a document with track changes is required for a journal submission.

• Data security – Writefull provides secure and quick text revisions without storing any user data or search history.
• Track Changes – Users can upload their text for a language check, evaluate overall language quality, and make corrections using Track Changes.
• AI-generated abstracts and titles: Writefull helps you to write abstracts based on your input, and provides suggestions for titles.
• Institutional Premium Accounts – Universities can purchase a license which makes Writefull free to their students and staff.
• GPT detector – Writefull users can utilize a GPT detector feature to determine if a text comes from GPT-3, GPT-4, or ChatGPT models.
• Writefull’s Academizer makes text is supposed to make texts sound more academic, but it does not adjust to different disciplinary standards.
• The seven paraphrasing modes are not all suitable for academic writing.
• While abstracts and titles generated by Writefull ard not be flawless and may require some editing. Nonetheless, they serve as an excellent source of inspiration.

Writefull can be used with limited functionality for free. Its Premium Plan offers unlimited use of all features at a cost of $15.37 per month.

However, there are significant savings if you choose to pay annually, as it amounts to only $5.46 per month.

Tried and Tested Writing Assistant ($12.00/month)

Grammarly is widely recognized as the leading AI-powered writing assistance tool. One of Grammarly’s key advantages is its versatility and convenience.

Grammarly stands out among other AI tools by having a widespread and popular institutional license, which universities readily embrace.

Despite the common reservations university administrators hold against AI usage, Grammarly has established itself as a widely accepted and trusted tool among academics, researchers, and students.

Once installed, it seamlessly integrates into various desktop applications and websites, providing suggestions and assistance as you write across different platforms, including apps, social media, documents, messages, and emails, without requiring separate installations.

Grammarly’s popularity in the academic community can be attributed to its support for citation style formatting and robust plagiarism detection, making it a valuable tool for academic writing.

• Style and tone real-time assistance – Grammarly provides real-time suggestions and guidance on improving the style and tone of your writing.
• Solid free version – The free version of Grammarly is reliable for basic grammar and spelling checks, as well as identifying unclear sentences and auto-citations.
• Additional features: A range of advanced features, plagiarism detection, citation checking, and essay analysis, help you to identify unintentional plagiarism and enhance the overall quality of your writing.
• Special offers for education: Grammarly for Education is available as an institutional license for universities. It ensures high security standards and data protection, which is particularly crucial when dealing with research data. This contributes to Grammarly’s acceptance in academia.
• Grammarly is not directly targeted at academic writing, which means it may not fully cater to the specific needs and conventions of academic writing styles.
• While Grammarly’s premium plan provides suggestions to improve the overall tone of your writing, it lacks subdivision according to research fields or disciplines, which may not meet the specific requirements for unique scientific tone required in academic research writing.

Grammarly’s free plan offers valuable basic writing suggestions to improve your writing.

The premium plan may seem expensive at $30 per month, but with the annual savings of 60%, it becomes much more affordable at $12 per month.

The business account may not be of interest to students or researchers. However, universities can opt for Grammarly for Education, which provides licenses for free premium plans to students and staff.

Efficient Paraphrasing Tool ($9.99/mo)

Wordtune utilizes sophisticated AI tools and language models that possess a deep understanding of written text, including its context and semantics.

Wordtune goes beyond mere grammar and spelling corrections, empowering you to express your own ideas effectively in writing.

The tool itself proclaims that it has gained the trust of students and researchers at renowned universities.

Although Wordtune excels in paraphrasing, providing synonym recommendations and an integrated plagiarism check for seamless usage, it is important to note that its focus is not primarily on academic writing, which influences the training of the system.

• Synonyms – Wordtune provides contextual synonym recommendations for your sentences.
• Grammar and spelling correction – With Wordtune you can rest assured that your text is free from grammar and spelling mistakes.
• Plagiarism-free writing – Wordtune helps you avoid plagiarism by rephrasing text while preserving its original meaning with its built-in plagiarism checker.
• Wide range of extensions – Wordtune offers convenient extensions for Chrome, Microsoft Word, iOS, Teams, and more.
• Affordable – Wordtune provides cost-effective AI-powered paraphrasing capabilities.
• Wordtune does not have specific features or styles tailored for academic writing.
• Wordtune primarily focuses on lengthening or shortening text and does not offer extensive tools for academic writing needs.

Wordtune offers a free version with limited features, while the premium version is priced at $24.99 per month. However, users can benefit from a significant 60% discount when opting for an annual subscription: With an annual subscription, the premium version of Wordtune is available at a reduced rate of $9.99 per month.

Academic Language Editor ($8.25 / month)

Paperpal, developed by Researcher.life, is a specialized AI tool designed for researchers and academic writers, leveraging the expertise gained from editing numerous manuscripts by professional editors.

With Paperpal , you can effortlessly enhance your writing by addressing grammar errors and improving sentence structure, ensuring your credibility remains intact.

Moreover, Paperpal offers advanced features such as accurate translation and contextual synonyms, along with the choice between Essential and Extensive editing modes, providing flexibility to tailor the editing process to your specific needs.

Available as Paperpal for Word, Web, and Manuscript, this comprehensive tool also checks for structural and technical inconsistencies in your writing.

• Trained with expertise of academic editors – Paperpal is an AI system that has undergone training on academic writing and human-edited manuscripts, guaranteeing high standards.
• Translation – With Paperpal, you can effortlessly translate academic texts from over 25 languages to academic English.
• Compliance with technical language standards – The manuscript checker in Paperpal ensures technical compliance and maintains language quality standards required for journal submissions.
• Consistency feature – Paperpal’s consistency feature checks for and detects stylistic inconsistencies unique to research content, allowing for seamless correction.
• Data security – Your data is secure with Paperpal, as it adheres to a certified data security protocol and is compliant with ISO/IEC 27001:2013 standards.
• Paperpal does not offer a subdivision into research fields or disciplinary standards, meaning it does not cater to specific tones or styles required by different academic disciplines.
• Currently, Paperpal only provides word integration and is limited to integration with Microsoft Word and web browsers.
• Paperpal lacks a built-in plagiarism checker.

The Prime plan offers unlimited language suggestions and is priced at $99, which translates to just $8.25 per month when billed annually. For those who prefer a monthly plan, it is available at an affordable rate of $12 per month.

Smart Reference Tool While Writing ($3.00/mo)

Sourcely is an AI-powered source-finding tool developed by a team of students which offers an easy-to-use solution for academic writers in search of references.

By analyzing text and identifying key themes, Sourcely searches through a vast data set to locate relevant and reliable sources, providing academic writers with the information needed to support their work.

Good references are crucial in academic writing, as they provide legitimacy to arguments and claims.

Simply input your essay title or text, and Sourcely finds suitable sources to enhance your work.

• Source discovery – Sourcely provides a unique approach where you can first write your content and then effortlessly discover relevant sources to support your ideas.
• Summaries – Sourcely offers a convenient feature called “Summarize a Source,” allowing users to obtain a summary of an article or source they are considering for their work.
• Affordability – Sourcely is highly affordable, making it an accessible option for users.
• Sourcely’s feature of providing interesting source recommendations is appealing, but it is not comprehensive enough to solely rely on and neglect consulting resources from other reliable sources.
• Sourcely has limited features compared to other AI writing tools.

Sourcely offers great affordability with a price of $5.99 per month or $36.99 per year. While it may have fewer features compared to other academic writing tools, its lower price point still makes it a valuable and useful tool for academic writing.

Fast Translating and Rewording Tool ($7.5/mo)

Rytr is an AI writing assistant that quickly generates high-quality content at an affordable price, primarily targeting marketers, copywriters, and entrepreneurs.

While it is recognized by G2 (business software reviews) as a leading brand in the AI Writing space and claims to be “loved by academicians,” it is important to note that Rytr is not trained on academic articles.

Rytr is a text-generating AI tool. Depending on the purpose, academics can find it useful for selecting from multiple languages and tones of voice, as well as rewording and shortening text.

With the convenience of a browser extension, Rytr saves time and ensures your copy is top-notch especially for emails, social media posts, or blogs.

• 40+ use cases – Rytr is an AI writing assistant that offers content generation for over 40 use cases, including emails, cover letters, and blog posts, with the ability to both shorten and lengthen content as needed.
• Generous free plan – While Rytr is not specifically targeting academic writing, it provides a generous free plan that can be beneficial for tasks such as writing emails and blog posts for research dissemination.
• Translation – Rytr can help you to translate your texts into 30+ languages.
• Customization – The platform offers a range of options to enhance the writing process, including language selection, tone customization, expanding or rephrasing text, formatting options, and even a readability score feature.
• Rytr is not suitable for essay or academic writing purposes, as it lacks the necessary features specifically designed for these types of tasks.
• It is not targeted towards researchers and fails to provide valuable tools like citation assistance, which is essential for academic writing.
• While Rytr offers a range of features, some of them, such as SEO optimization, are irrelevant and not beneficial for academic writing purposes.

Rytr offers a free plan that allows users to generate content up to 10,000 characters per month. For more advanced features and increased usage, there is the Saver Plan priced at $9 per month (or $7.5 per month when billed annually).

Alternatively, the Unlimited plan is available at $29 per month or $290 per year. These different pricing tiers cater to the diverse needs of users, ensuring they can find the plan that best suits their requirements.

Paraphrasing and Translation Tool ($12.67/mo)

While Writesonic is primarily geared towards marketing teams and entrepreneurs, it offers an intriguing feature for academics: the paraphrasing tool. This tool allows users to rephrase content in multiple languages.

With Writesonic ‘s paraphrasing tool, you can effortlessly rewrite sentences, paragraphs, essays, and even entire articles with a simple click.

Produced content is 100% unique and free from plagiarism.

Upon generating a paragraph, Writesonic provides three different versions for you to choose from. It allows you to select the best option or make edits and revisions using the various variations.

• Choice – Writesonic provides three paraphrased options for each paraphrase, ensuring you find the most suitable and impactful version for your content.
• Switching from passive to active voice – Transform your writing by switching from passive voice to active voice. Active voice sentences provide clarity, conciseness, and impact, ensuring you don’t miss out on great opportunities. The rewording tool allows you to rephrase paragraphs and change the voice of your sentences effortlessly.
• Paraphrase your content in different languages – Writesonic’s Paraphrase tool can be used to conduct AI paragraph rephrasing in up to 26 different languages.
• Writesonic is not specifically designed for academic writing, and its features are not tailored to meet the specific requirements of academic writing.
• The platform lacks an academic writing style, which is essential for maintaining scholarly integrity and adhering to academic conventions.
• While Writesonic offers various features, some of them, such as SEO optimization, are not directly applicable or relevant to academic writing tasks.

You can start with a free trial of Writesonic to experience its features. If you decide to upgrade to the Pro version, it is available at a cost of $12.67 per month.

Summarizing and Paraphrasing Tool ($19.99/mo)

With TextCortex you can say goodbye to any worries about wording and spelling mistakes. Furthermore, it can help you to speed up your reading process.

TextCortex is an AI tool which can condense long texts into concise summaries, capturing the essential points.

Moreover, it can enhance your fluency and adapting vocabulary, tone, and style to match any situation.

• Paraphrasing – TextCortex offers a powerful paraphrasing tool to help you rephrase and enhance your text.
• Translations – TextCortex’s translation feature allows you to effortlessly write in over 25 languages including French, German, Spanish, Swedish, and more.
• TextCortex is not specifically designed for academic writing, catering to a broader audience instead.
• It may not be cost-effective for academics due to its high price relative to the limited functionality it offers for academic writing purposes.

With the free version of TextCortex, you have the ability to create up to 10 pieces per day. For enhanced features and unlimited usage, the Pro version is available at a price of $19.99.

The landscape of AI writing tools is continuously evolving, witnessing the introduction of new tools regularly. However, not all these tools are equally suitable for academic writing, as their effectiveness depends on your specific goals and requirements.

While some tools, although not specifically designed for academic writing, can still provide valuable assistance in certain areas, there are standout options that are solely dedicated to enhancing academic writing.

Keeping this in mind, our top picks for academic writing support are the following AI tools:

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The best AI tools to power your academic research

The future of academia is likely to be transformed by AI language models such as ChatGPT. Here are some other tools worth knowing about.

"ChatGPT will redefine the future of academic research. But most academics don't know how to use it intelligently," Mushtaq Bilal, a postdoctoral researcher at the University of Southern Denmark, posted on X.

Academia and artificial intelligence (AI) are becoming increasingly intertwined, and as AI continues to advance, it is likely that academics will continue to either embrace its potential or voice concerns about its risks.

"There are two camps in academia. The first is the early adopters of artificial intelligence, and the second is the professors and academics who think AI corrupts academic integrity," Bilal told Euronews Next.

• Meet Aitana, Spain's first AI model, who is earning up to €10,000 a month

He places himself firmly in the first camp.

The Pakistani-born and Denmark-based professor believes that if used thoughtfully, AI language models could help democratise education and even give way to more knowledge.

Many experts have pointed out that the accuracy and quality of the output produced by language models such as ChatGPT are not trustworthy. The generated text can sometimes be biased, limited or inaccurate.

But Bilal says that understanding those limitations, paired with the right approach, can make language models "do a lot of quality labour for you," notably for academia.

Incremental prompting to create a 'structure'

To create an academia-worthy structure, Bilal says it is fundamental to master incremental prompting, a technique traditionally used in behavioural therapy and special education.

It involves breaking down complex tasks into smaller, more manageable steps and providing prompts or cues to help the individual complete each one successfully. The prompts then gradually become more complicated.

In behavioural therapy, incremental prompting allows individuals to build their sense of confidence. In language models, it allows for “way more sophisticated answers”.

• AI models can be trained to be deceptive with safety guardrails ‘ineffective', researchers find

In a thread on X (formerly Twitter), Bilal showed how he managed to get ChatGPT to provide a "brilliant outline" for a journal article using incremental prompting.

In his demonstration, Bilal started by asking ChatGPT about specific concepts relevant to his work, then about authors and their ideas, guiding the AI-driven chatbot through the contextual knowledge pertinent to his essay.

"Now that ChatGPT has a fair idea about my project, I ask it to create an outline for a journal article," he explained, before declaring the results he obtained would likely save him "20 hours of labour".

"If I just wrote a paragraph for every point in the outline, I'd have a decent first draft of my article".

Incremental prompting also allows ChatGPT and other AI models to help when it comes to "making education more democratic," Bilal said.

Some people have the luxury of discussing with Harvard or Oxford professors potential academic outlines or angles for scientific papers, "but not everyone does," he explained.

"If I were in Pakistan, I would not have access to Harvard professors but I would still need to brainstorm ideas. So instead, I could use AI apps to have an intelligent conversation and help me formulate my research".

Bilal recently made ChatGPT think and talk like a Stanford professor. Then, to fact-check how authentic the output was, he asked the same questions to a real-life Stanford professor. The results were astonishing.

ChatGPT is only one of the many AI-powered apps you can use for academic writing, or to mimic conversations with renowned academics.

Here are other AI-driven software to help your academic efforts, handpicked by Bilal.

1. Consensus

In Bilal’s own words: "If ChatGPT and Google Scholar got married, their child would be Consensus — an AI-powered search engine".

Consensus looks like most search engines but what sets it apart is that you ask Yes/No questions, to which it provides answers with the consensus of the academic community.

Users can also ask Consensus about the relationship between concepts and about something’s cause and effect. For example: Does immigration improve the economy?

Consensus would reply to that question by stating that most studies have found that immigration generally improves the economy, providing a list of the academic papers it used to arrive at the consensus, and ultimately sharing the summaries of the top articles it analysed.

The AI-powered search engine is only equipped to respond to six topics: economics, sleep, social policy, medicine, and mental health and health supplements.

2. Elicit.org

Elicit, "the AI research assistant" according to its founders, also uses language models to answer questions. Still, its knowledge is solely based on research, enabling "intelligent conversations" and brainstorming with a very knowledgeable and verified source.

The software can also find relevant papers without perfect keyword matches, summarise them and extract key information.

3. Scite.ai

Although language models like ChatGPT are not designed to intentionally deceive, it has been proven they can generate text that is not based on factual information, and include fake citations to papers that don't exist.

But there is an AI-powered app that gives you real citations to actually published papers - Scite.

"This is one of my favourite ones to improve workflows," said Bilal.

Similar to Elicit, upon being asked a question, Scite delivers answers with a detailed list of all the papers cited in the response.

"Also, if I make a claim and that claim has been refuted or corroborated by various people or various journals, Scite gives me the exact number. So this is really very, very powerful".

"If I were to teach any seminar on writing, I would teach how to use this app".

4. Research Rabbit

"Research Rabbit is an incredible tool that FAST-TRACKS your research. Best part: it's FREE. But most academics don't know about it,"  tweeted Bilal.

Called by its founders "the Spotify of research," Research Rabbit allows adding academic papers to "collections".

These collections allow the software to learn about the user’s interests, prompting new relevant recommendations.

Research Rabbit also allows visualising the scholarly network of papers and co-authorships in graphs, so that users can follow the work of a single topic or author and dive deeper into their research.

ChatPDF is an AI-powered app that makes reading and analysing journal articles easier and faster.

"It's like ChatGPT, but for research papers," said Bilal.

Users start by uploading the research paper PDF into the AI software and then start asking it questions.

The app then prepares a short summary of the paper and provides the user with examples of questions that it could answer based on the full article.

What promise does AI hold for the future of research?

The development of AI will be as fundamental "as the creation of the microprocessor, the personal computer, the Internet, and the mobile phone," wrote Bill Gates in the latest post on his personal blog, titled ‘The Age of AI Has Begun’.

"Computers haven’t had the effect on education that many of us in the industry have hoped," he wrote. 

"But I think in the next five to 10 years, AI-driven software will finally deliver on the promise of revolutionising the way people teach and learn".

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AI Tools For Academic Research: Top 10

The world of academic research is constantly evolving, and artificial intelligence (AI) is playing a significant role in transforming the research landscape. From finding sources to analyzing data, AI-powered tools are making the research process more efficient and accurate. This article provides our roundup of the top 10 AI tools that are revolutionizing academic research .

Reviewing AI Software for Academic Researchers

What’s the toughest part of advancing in your postgraduate studies? For a multitude of students, the challenge lies in tackling the enormous amount of research required. As well as structuring it and putting all observations on paper.

The sheer number of research articles one needs to go through can be intimidating. Additionally, research material tends to be complex, making it difficult to extract the necessary information. This process demands a significant amount of time and effort. Organizing your insights and articulating them in a coherent, insightful, and scholarly manner presents yet another obstacle in postgraduate research.  While AI tools for academic research can help with that issue, the essay writing sites can facilitate the process of finalizing the findings. 

The Choice of The Number 1 AI Tool for Academia: Best Solution

Postdoctoral researcher Mushtaq Bilal believes that ChatGPT will revolutionize academic research, but acknowledges that many academics don’t know how to use it effectively. Academia is split between early AI adopters and those concerned about its impact on academic integrity . Bilal, an early adopter, believes that AI language models can democratize education and promote greater knowledge if used thoughtfully.

Top List of the Academic Research Software

Several experts have raised concerns about the reliability of language models like ChatGPT, noting that their output, when used as a best AI text generator , can sometimes be biased, limited, or inaccurate. However, Bilal argues that being aware of these limitations and adopting the right approach can enable language models to perform valuable work, particularly in academia.

You can ask Consensus about relationships between concepts, or even cause and effect, like whether immigration improves the economy. It’ll give you an answer based on academic research, even listing the papers and summarizing the top ones.

But it’s got a limited scope, though. It only covers six areas: economics, sleep, social policy, medicine, mental health, and health supplements. Still, it seems like a handy resource for those topics.

It saves time by providing quick access to research-backed answers on the covered topics. Consensus bases its answers on academic research, increasing the credibility of the information. The tool provides summaries of the top articles it analyzes, making it easier to understand complex research.

It’s an easily accessible way for users to gain knowledge about specific topics without needing extensive research skills. By providing research-backed answers, Consensus promotes evidence-based thinking.

• Efficient research
• Credible sources
• Encourages evidence-based decision making
• Limited scope
• Potential bias
• AI limitations

Elicit is like a research assistant that uses language models to answer questions, but it’s entirely based on research. This makes it a solid source for having “intelligent conversations” and brainstorming sessions.

What’s cool is that it can find relevant papers even without exact keyword matches, and it can summarize them, making it a handy paper typer that pulls out the key details.

Elicit’s knowledge is solely based on research, which ensures a more reliable and verified source of information. It can find relevant papers without needing perfect keyword matches, making it easier to discover important research.

• Research-based knowledge
• Flexible search
• Supports creative thinking
• Limited to research
• Accessibility

Scite uses AI to provide detailed citation information for research papers, helping researchers evaluate the credibility of their sources. This service is really helpful for getting real citations from actual published papers. It’s great for improving workflows. Scite gives you answers to questions with a detailed list of cited papers. Plus, it tells you the exact number of times a claim has been refuted or corroborated in various journals, making it a powerful tool.

• Accurate citations
• Improves workflow
• Fact-checking capability
• Potential for user error

Research Rabbit

Research Rabbit is a tool for fast-tracking research, and the best part is that it’s free!

It can be called “Spotify of research.” Users can create collections of academic papers that the software can learn from to give them relevant recommendations. Plus, it even visualizes scholarly networks in graphs, so it’s possible follow the work of specific authors or topics.

• Time-saving
• Personalized recommendations
• Limited to academic papers

ChatPDF = “like ChatGPT, but for research papers”. It could be useful for reading and analyzing journal articles.

Basically, you start by uploading a PDF of the research paper into the app, and then you can start asking it questions. ChatPDF will then generate a short summary of the paper and provide examples of questions that it can answer based on the full article.

This could really speed up the process of reading and analyzing research papers, which can be a time-consuming task.

• Summarization capabilities
• Question examples

Perplexity AI

Perplexity AI can potentially become a number 1 tool for academic research. Arguably better than ChatGPT, Perplexity boasts functions that its famous rival doesn’t have. So what exactly is Perplexity AI? 

It’s another AI search engine with powerful academic research abilities. PerplexityAI has access to a variety of different sources, which makes information completely up-to-date. The tool can draw information not only from the Internet, which most other services do well, but also from scholarly sources, WolframAlpha, YouTube, Reddit, news, and Wikipedia. After typing in a search query, a user can specify where exactly they want to receive the information from, and the tool will do the task. Additionally, it can search across individual domains or websites or summarize their content.  

A significant advantage of Perplexity is its advanced functionality when searching for academic materials. Not only does it give you the result, but it also offers a list of related questions and references. This is an edge compared to ChatGPT, especially GPT-3.5, which often makes users question the relevance or even existence of the references it provides.   

With all these features onboard, apps for essay , and Chrome extension, Perplexity is an excellent AI tool for academic research.

• Actual scholar references
• Available for iPhone (Android app is coming)
• Many credible sources of data
• Clunky functionality with PDFs
• Lacks AI conversational skills

Semantic Scholar

Semantic Scholar is an academic search engine driven by artificial intelligence that enables users to filter through millions of scholarly pieces for educationally appropriate content related to their research subject. It integrates artificial intelligence, machine learning, and language processing with semantic analysis to provide users with precise search outcomes.

Using machine learning methodologies, Semantic Scholar deciphers significance and discovers links within academic papers. It then presents these findings, facilitating scholars in rapidly acquiring a comprehensive understanding.

• Highlights the most crucial elements of a paper
• Free to use
• The limited scope of fields for research
• Narrow evaluation metrics of scholarly articles
• Does not search for material behind a paywall

Iris.ai is an artificial intelligence tool designed to aid researchers in scientific discoveries. The service uses natural language processing and machine learning algorithms to comprehend the context of a research project and suggest pertinent literature. It helps navigate and find data sources without relying on specific keywords, making it significantly more efficient than traditional search engines.

Content-based search, context and data filtering, and extracting and systematizing data are just a few of the many other functions of this versatile research tool.  

• Fast and easy to use
• Has access to vast databases of research articles, including open access papers
• Dependent on the accuracy and quality of the AI algorithms
• Not the best choice for marketing research or economics

Paper Digest

Updated August 28, 2023: he service has stopped operations and the website is no longer maintained. Paper Digest is an AI-based academic article summarization service that aims to help researchers quickly grasp the core ideas of a paper without reading the whole thing. It automatically lists out the key sentences of a paper, taking about 10 seconds to do so. It can also reduce reading time to 3 minutes. The service also imitates researcher behavior by automatically summarizing the paper and helping them decide whether it is worth reading. However, Paper Digest may not be suitable for researchers who require more detailed summaries or who need to capture all the nuances of the original paper.

• Can be accessed from any device
• Can be used for free
• Works only with open-access papers
• The summaries may not capture all the nuances of the original paper

SciSpace is an AI-powered platform that aims to modernize scientific research workflows and collaboration. It offers a suite of tools to discover, read, write, collaborate, and publish research papers. It also links users to more than 45,000 verified journal formats that researchers can select from, making it more suitable than Word for research writing. 

SciSpace is a useful service for those looking for an easy and quick way to understand scholar papers. Its AI-powered features and personalized suggestion engine can help researchers stay on track while gaining a comprehensive understanding of the topic. 

• Personalized suggestion engine
• 40,000+ journal templates and processes 30,000+ papers per month
• Has a grammar and spell-checking systems
• Issues with exporting to different journal formats
• The free plan is quite basic and lacks major features

AI-powered tools are transforming the way we approach academic research, making it more efficient, accurate, and accessible. By leveraging the capabilities of these top 10 AI tools, researchers can save time, improve the quality of their work, and contribute to groundbreaking discoveries in their respective fields .

Best Tips How to Make the Most of AI Tools as a PhD student

PhD students employ AI-chatbots, such as ChatGPT, to enhance their studies and boost efficiency. Some ways they use AI-chatbots include:

• Summarizing texts for quicker reading and idea mapping.
• Checking the validity of individual arguments on different aspects.
• Exploring comprehensiveness by discussing generated options and seeking additional possibilities.
• Testing counterfactuals by presenting arguments and asking for opposing viewpoints.
• Preparing for a jury by sharing arguments and requesting ten related questions.
• Requesting critiques on arguments for improvement.

PhD students can also:

• Direct prompts from the perspective of a renowned book on the topic.
• Use ChatGPT as a writing mentor for thesis and research papers.
• Utilize it for basic proofreading of academic texts, adjusting tone and voice as needed, and rating the original text on a scale of 1 to 10.
• Generate an outline of a dissertation’s main chapter using ChatGPT-generated prompts.
• Employ the “freewriting” technique, writing down unfiltered thoughts, then prompting ChatGPT to refine the text for a scientific publication using appropriate language.

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What is the best AI academic research tool?

Choosing the best AI platform for academic research depends on your priorities and preferences. Our experience suggests that the top choice is often a website that combines various services in one place. 

Is there a free AI academic research tool?

Yes, there are free AI academic research tools. Many platforms do not require subscriptions or additional payments. Some websites also provide new clients with a free trial to test certain features. Most of these solutions are mentioned in our top list, so be sure to check it out to find the AI service that suits you best.

Which AI model supports academic research?

Academic research is primarily facilitated by language models that use NLP (natural language processing) and deep learning to gather relevant data and generate different types of content. One of the major companies developing language models is OpenAI, with its latest releases including GPT-3, GPT-3.5, and GPT-4 AI. Other popular language models are LamDa, used by Google, and LLaMA, adopted by Meta and its social media companies.

What is the best free AI for academic research?

To identify the best free AI-powered platform for academic research, you need to determine your specific needs, such as text generation, reference finder, rephrasing tool, or other services.

Students also ask

Can ai be used for research.

Absolutely! AI is a valuable tool for research, aiding in data analysis, pattern recognition, and simulations. So, when you feel a little stuck when doing research for your assignments, you can try out an AI helper.

Which AI is best for research?

The ideal AI for research purposes depends on the specific field’s needs and goals! Different AI models excel in various tasks, so there is no definitive answer to that question unless you do a bit of research first.

How is AI used in scientific research?

AI is very often used in scientific research for a number of reasons. It can easily analyze vast datasets, simulate different experiments, and assist the person, helping researchers uncover new insights and continue their work.

Is there an AI that can read scientific papers?

Yes, there are AI systems capable of doing so. They can extract the necessary information from scientific papers according to the prompt you give the system.

What is the smartest AI today?

Determining the smartest AI is subjective since it can be used for a variety of needs. However, models like GPT-3 and GPT-4 have demonstrated remarkable language processing and comprehension abilities, which can significantly ease the process of writing or compiling information.

Can AI discover new knowledge?

AI plays a crucial role in discovering new knowledge by identifying correlations, suggesting hypotheses, and aiding in data analysis. It helps researchers to make certain discoveries. Although AI is getting more and more popular each day, it cannot replace humans and should rather be used as a tool.

Is AI going to replace scientists?

AI is not poised to replace scientists, writers, or anyone for that matter. Instead, it enhances their capabilities, enabling more efficient and effective research, which leads to accelerated progress. Human impact is undeniably necessary when working with AI, even though it may seem the other way.

Can AI discover new things?

Certainly! AI sometimes can discover new things by analyzing data and detecting patterns. This way AI is contributing to scientific advancements and expanding our understanding of the world.

Useful AI solution articles

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AI trends and latest news

• Malaysia’s Ministry of Higher Education Developing Guidelines for ChatGPT Usage in Universities
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Best AI writer of 2024

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1. Best AI writer overall 2. Best for marketers 3. Best for WordPress users 4. Best for long-form writing 5. Best free option 6. Best for short-form writing 7. Best for sourcing 8. TechRadar's AI writer rankings 9. FAQs 10. How we test

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Specifications

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Grammarly has been a reliable companion for writers, helping them polish their craft by providing suggestions that make their writing clearer, more engaging, or more effective. And now, they've taken it up a notch by introducing GrammarlyGO, a feature-packed add-on that comes bundled with the rest of the software.

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Articleforge is a tool that can greatly help speed up the writing process for users. It is a valuable resource for those who need to generate content quickly but do not have the time or resources to do so themselves. However, it is important to note that it is not a replacement for an experienced writer or editor. While it can provide recommendations for titles and automate SEO and WordPress publishing, it is not designed to produce ready-to-publish content.

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Read our full Articleforge AI writer review .

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✔️ You need to create content in multiple languages:  Some folks are writing content in multiple languages and Jasper lets you do this. 

✔️ You want access to a lot of features:  The team behind this solution tends to add new features on a regular basis without raising the price. That's sweet. 

❌  You don't have time to learn: Any AI writer takes time to learn. Jasper takes a little bit more time. 

❌ If you don't want to spend a lot:   Some folks might not feel the Creator package is enough and the next one is expensive. 

❌  If you aren't willing to edit a lot: Some of the content Jasper creates is better than others. Some extra editing is key. 

Jasper is a platform that is highly customizable and comes with a user-friendly interface. All the necessary tools that you need are just a click away. The platform’s content generation capabilities are hidden behind easy-to-reach templates, making it an easy-to-use tool.

Check out our review of Jasper to learn more about the AI writer.

Jasper is a powerful platform that leverages natural language processing (NLP) algorithms to analyze data from various sources across the web. With this ability, it can generate content ideas based on the relevant data you input, such as keywords, topics, and more. Jasper can help create a wide range of content formats, including blog posts, social media content, emails, and much more.

One of the most significant advantages of Jasper is that it has a tone feature that allows you to assign a corresponding tone to the copy you create if you’re targeting a specific persona. This feature is incredibly useful because it helps ensure that the content you create resonates with your target audience. Additionally, Jasper can help you improve your content through optimization recommendations, which can be accessed through numerous templates available on the platform.

If you’re short on time and need to create content quickly, Jasper is the perfect solution. It can offer content in mere seconds with just a few clicks and some input. With Jasper, you can save time and increase productivity, allowing you to focus on other essential tasks.

Another unique feature that Jasper offers is the “Boss Mode” feature, which allows you to write 5x faster. With this mode, you can give commands to Jasper, and it will do all the work for you. You can even write a complete book using this mode in just minutes. This feature is incredibly useful for writers who need to create a large volume of content in a short amount of time.

In the Boss Mode, you can also use pre-built recipes offered by the Jasper team such as “Write about (keyword),” but you also have the option of creating your own, which can be incredibly helpful if you have specific requirements for your content. By automating your writing process, you can save time and focus on other critical tasks.

Read our full Jasper review .

The best free version

✔️ You want a free plan for minor work:  If you're okay with only generating 2,000 words per month, there's a free plan for that. 

✔️ You need unlimited word generation: You can create unlimited words each month with all the paid plans. 

✔️ You want multiple tools:  New features are added often, making the product even better. 

❌  You are a marketer:  There are better options if you primarily need to write marketing copy. 

❌  You aren't willing to learn:  Here's another option that is a little bit harder to learn, at least initially. 

❌ You need app integration:  Expect to stay on the CopyAI website to get your work done, which requires copy and paste. 

CopyAI helps writers create high-quality copy with the power of AI, saving time and producing better content that resonates with your audience.

Check out our in-depth CopyAI review to see whether it's the tool for you.

CopyAI has been making waves in the world of AI writing tools, becoming a favorite among users who want to create high-quality content that can help them stand out in today's crowded digital space. The tool offers a wide range of options that allow users to get started and take their writing to the next level, from exploring various writing templates, settings, and features on the user dashboard to creating a compelling copy in minutes.

The user dashboard serves as the creative command center for CopyAI users, providing a user-friendly and intuitive interface that makes it easy to navigate through different features. From here, you can quickly access various options that can help you create content that resonates with your audience, whether you need to write a blog post about travel or an email to a potential client.

The chat feature is the default option that acts as a blank canvas to help generate inspiration. The brainstorm feature allows you to create copy such as "ten catchy Twitter headlines on holiday shopping," "the best Facebook headlines for marketing professionals," and more. If you're struggling to come up with a topic, don’t worry. CopyAI’s chat function provides prompt templates to give you a head start. These templates cover various topics, including content creation, SEO, email marketing, social media, PR and communication, sales, and strategy.

Moreover, you can create custom templates that cater to your specific needs. Each template in the collection provides various options, so whether you need a headline generator, a step-by-step guide, or a product description, CopyAI has you covered. You can even use the "rewrite content" option to enhance your written content, making it more engaging and effective.

To fully personalize your experience with CopyAI, you should create one or more brand voices. This process involves providing text that accurately describes you or your company's unique voice. This text should be between 50 and 500 words and can come from various sources such as blog articles, social media posts, website copy, marketing emails, and more. This allows CopyAI to tailor its AI-powered tools to better suit your brand's needs, making it easier for you to create content that resonates with your target audience and helps you achieve your goals.

In summary, CopyAI is a powerful AI writing tool that offers a wide range of features and options to help you create high-quality content. From the user dashboard to the chat and brainstorming features, CopyAI provides a user-friendly and intuitive interface that makes it easy to create compelling and engaging content. With custom templates and brand voices, you can personalize your experience with CopyAI and create content that resonates with your target audience, helping you stand out in today's crowded digital space.

Read our full  CopyAI review .

The best for short-form

6. Writesonic

✔️ You aren't tech savvy:  It's one of the easiest-to-use solutions on the market. 

✔️ You need lots of languages:  Writesonic supports 25 languages and counting. 

✔️ You're a freelancer:  There's a package just for you.

❌  You want to pay a lower price:  Some have criticized Writesonic for being too expensive. That's true with the Smart Team options

❌  You need more third-party integrations:  It doesn't really place nice with other software tools, which could add some time to your work. 

❌ You don't like tackling a learning curve : Like others on this list, there's a slighter higher learning curve with this one

Writesonic is an expansive AI writing platform with an intuitive interface and versatile templates for all content creation scenarios.

Check out our in-depth Writesonic review to see if this is the AI writing tool for you. 

Writesonic is an innovative content creation platform that provides users with various features and tools to generate high-quality, engaging content. One of the most impressive features of Writesonic is its versatility - it supports over 25 languages, including English, French, Italian, German, Japanese, Chinese, and more. This is a significant advantage for businesses that operate in multiple regions and need to produce content in different languages.

Another notable feature of Writesonic is its tone of voice customization tool. Users can choose from various tones, including "Excited," "Creative," and more. This feature adds a unique twist to the content, tailoring it to the user's needs. However, it's essential to note that the tone of voice feature may require additional editing to ensure the content is clear and coherent.

Regarding website copywriting, Writesonic provides users with an impressive range of tools. It can create landing pages, SEO meta descriptions, and feature-rich headers and subheaders. Additionally, it allows users to create social media ads on Facebook, LinkedIn, and Google . Content creators can also benefit from Writesonic's blog writing, point expansion, and text analysis tools, which can rephrase the content and improve its readability.

The platform also offers e-commerce copy creation and popular copywriting formulas, such as the "AIDA" and "Pain-Agitate-Solution" formulas. These formulas are tried and tested approaches to writing compelling, persuasive content that resonates with readers.

However, it's essential to note that the content generated by Writesonic may require significant editing from the user. While the platform does an excellent job of generating content, it's essential to ensure it's clear, coherent, and tailored to the user's needs. If you're looking for a completely hands-off approach to content creation, Writesonic may not be the best option. However, for businesses that need to generate high-quality, engaging content quickly, Writesonic is an excellent choice.

Please read our full Writesonic review .

7. Al-Writer

✔️ You want a cheap package: You can get an AI writer for as little as $19/month. 

✔️ You need clear sourcing:  No better solution is available for providing sources for all text provided. 

✔️ You want an easy solution:  A very low learning curve exists. 

❌  You want app integration:  There's seamless integration with WordPress, but that's about it. 

❌  You need marketing-specific tools:  Sorry, this one doesn't have it. 

❌ You want unlimited word generation: If you need to generate more than 120 articles per month, this is a very expensive solution. 

AI-Writer is a unique word-generating tool that simplifies text creation and editing through an intuitive user interface. However, it may not be suitable for everyone.

Check out our in-depth AI-Writer review to see if it's the solution for you. 

AI-Writer is a word generator that is easily accessible and is popular among freelancers and bloggers. It may not be as extensive as Anyword or CopyAI, which are primarily aimed at marketing and sales, but it serves its intended audience well. 

One of the most significant advantages of AI-Writer is its unparalleled sourcing capabilities. It is the only AI content generator that cites sources for "everything it writes." Additionally, it updates its sources frequently, ensuring that any article generated by it sources the latest information on the subject. This is a significant advantage, particularly for those who are writing about current events or trending topics. With AI-Writer, writers can create content that is well-researched and accurate, without having to spend hours scouring the internet for sources. 

Another significant advantage of AI-Writer is that it recognizes that not all types of content require sourcing. For instance, op-eds or personal essays don't usually require sources. AI-Writer recognizes this and hides sources and links from the main results page, making it easier for writers to focus on their content and not worry about sources.

One of the drawbacks of using AI-Writer is that its extensive sourcing process can cause a minor delay in generating results compared to other AI writing tools. Although this may not be a significant issue, the noticeable delay should be mentioned. For instance, alternative tools like GrammarlyGO offer results without hesitation. However, it is worth noting that the issue with AI-Writer is primarily due to its thorough sourcing process. 

In conclusion, AI-Writer is an excellent tool for freelancers and bloggers who want to create high-quality content. It excels in sourcing capabilities, making it a go-to tool for writers who need well-researched and accurate content. Its ability to recognize when sourcing is not required is also an added advantage. While it may not be the fastest tool on the market, its thorough sourcing process is worth the wait.

Read our full  AI-Writer review .

TechRadar's AI writer rankings

Numerous AI writing solutions are already available in the market, and we can expect more to arrive in the future. Have a look at our rankings of popular services below, and also check out the honorable mentions that currently can’t compete with the top services available.

What is an AI writer?

An AI writer is a revolutionary tool, capable of creating text and content without human help; it utilizes algorithms and machine learning to generate various AI content. From data-driven, high-value pieces to conversion-focused content perfect for marketing campaigns, AI writers can easily create just about any content.

As AI writing assistants gain exposure to various forms of real-world information, they gain proficiency in generating natural-sounding output. With their data coming from human sources, the output created also has a human-like quality. Much like how humans rely on existing content to craft something new, AI content tools scour the web for relevant data to fulfill the user's instructions, thus creating original content.

This, in a nutshell, explains what AI writing is and how it functions.

How to choose the best AI writer for you?

Let’s get this out of the way. Whichever platform you choose, you will have to do some editing, if you want to create useful texts.

Here are some of the factors you should consider when choosing the right tool for you: 

1. Ease of use

Tools that don’t require technical knowledge or prior experience should be on the top of your list. Investment in good UI means that other aspects of the tool are also likely to be of a higher quality.

While this may not be popular with everyone, the price should play a major role in deciding which tool to go for. Some are simply overpriced while not offering much more than their lower-priced competition. Pay attention to the amount of content each price plan offers.

3. High-quality output

Despite the fact that, in the end, you will be editing the texts and images the tool creates, having a tool that creates high-quality content will mean less time spent on fixing mistakes and editing.

4. Integrations

If you’re running a blog or business and have been doing so for some time, you probably have your set of tools that you use for writing content. Making sure that the new AI platform syncs well with your existing toolbox can be essential for how long and how well you utilize the AI tool.

The list above is not exhaustive, but does offer a great starting point in your quest to find the best AI writing tool for your needs.

During our assessment, we’ve evaluated various aspects such as the number of writing templates, categories, recipes, number of languages supported, grammar checkers, etc. Our goal was to create an extensive list of AI writing assistants that offer much more than simple rewording features. 

We tested the overall capabilities of the AI software, the tool's interface and ease of use, monthly article limits, SEO optimization features, and pricing, among other aspects.

In addition, we gave each platform a test article to write for us (a simple topic) and checked its sentence structure and content relevance.

Read more on how we test, rate, and review products on TechRadar .

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Bryan M. Wolfe is a staff writer at TechRadar, iMore, and wherever Future can use him. Though his passion is Apple-based products, he doesn't have a problem using Windows and Android. Bryan's a single father of a 15-year-old daughter and a puppy, Isabelle. Thanks for reading!

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A curated list of the most impressive AI papers

aimerou/awesome-ai-papers

Folders and files, repository files navigation, awesome ai papers ⭐️, description.

This repository is an up-to-date list of significant AI papers organized by publication date. It covers five fields : computer vision, natural language processing, audio processing, multimodal learning and reinforcement learning. Feel free to give this repository a star if you enjoy the work.

Maintainer: Aimerou Ndiaye

Table of Contents

Computer vision.

• Natural Language Processing

Audio Processing

Multimodal learning, reinforcement learning, other papers, historical papers.

To select the most relevant papers, we chose subjective limits in terms of number of citations. Each icon here designates a paper type that meets one of these criteria.

🏆 Historical Paper : more than 10k citations and a decisive impact in the evolution of AI.

⭐ Important Paper : more than 50 citations and state of the art results.

⏫ Trend : 1 to 50 citations, recent and innovative paper with growing adoption.

📰 Important Article : decisive work that was not accompanied by a research paper.

2023 Papers

• ⭐ 01/2023: Muse: Text-To-Image Generation via Masked Generative Transformers (Muse)
• ⭐ 02/2023: Structure and Content-Guided Video Synthesis with Diffusion Models (Gen-1)
• ⭐ 02/2023: Scaling Vision Transformers to 22 Billion Parameters (ViT 22B)
• ⭐ 02/2023: Adding Conditional Control to Text-to-Image Diffusion Models (ControlNet)
• ⭐ 03/2023: Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models (Visual ChatGPT)
• ⭐ 03/2023: Scaling up GANs for Text-to-Image Synthesis (GigaGAN)
• ⭐ 04/2023: Segment Anything (SAM)
• ⭐ 04/2023: DINOv2: Learning Robust Visual Features without Supervision (DINOv2)
• ⭐ 04/2023: Visual Instruction Tuning
• ⭐ 04/2023: Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models (VideoLDM)
• ⭐ 04/2023: Synthetic Data from Diffusion Models Improves ImageNet Classification
• ⭐ 04/2023: Segment Anything in Medical Images (MedSAM)
• ⭐ 05/2023: Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold (DragGAN)
• ⭐ 06/2023: Neuralangelo: High-Fidelity Neural Surface Reconstruction (Neuralangelo)
• ⭐ 07/2023: SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis (SDXL)
• ⭐ 08/2023: 3D Gaussian Splatting for Real-Time Radiance Field Rendering
• ⭐ 08/2023: Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization... (Qwen-VL)
• ⏫ 08/2023: MVDream: Multi-view Diffusion for 3D Generation (MVDream)
• ⏫ 11/2023: Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks (Florence-2)
• ⏫ 12/2023: VideoPoet: A Large Language Model for Zero-Shot Video Generation (VideoPoet)
• ⭐ 01/2023: DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature (DetectGPT)
• ⭐ 02/2023: Toolformer: Language Models Can Teach Themselves to Use Tools (Toolformer)
• ⭐ 02/2023: LLaMA: Open and Efficient Foundation Language Models (LLaMA)
• 📰 03/2023: GPT-4
• ⭐ 03/2023: Sparks of Artificial General Intelligence: Early experiments with GPT-4 (GPT-4 Eval)
• ⭐ 03/2023: HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in HuggingFace (HuggingGPT)
• ⭐ 03/2023: BloombergGPT: A Large Language Model for Finance (BloombergGPT)
• ⭐ 04/2023: Instruction Tuning with GPT-4
• ⭐ 04/2023: Generative Agents: Interactive Simulacra of Human (Gen Agents)
• ⭐ 05/2023: PaLM 2 Technical Report (PaLM-2)
• ⭐ 05/2023: Tree of Thoughts: Deliberate Problem Solving with Large Language Models (ToT)
• ⭐ 05/2023: LIMA: Less Is More for Alignment (LIMA)
• ⭐ 05/2023: QLoRA: Efficient Finetuning of Quantized LLMs (QLoRA)
• ⭐ 05/2023: Voyager: An Open-Ended Embodied Agent with Large Language Models (Voyager)
• ⭐ 07/2023: ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs (ToolLLM)
• ⭐ 08/2023: MetaGPT: Meta Programming for Multi-Agent Collaborative Framework (MetaGPT)
• ⭐ 08/2023: Code Llama: Open Foundation Models for Code (Code Llama)
• ⏫ 09/2023: RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback (RLAIF)
• ⭐ 09/2023: Large Language Models as Optimizers (OPRO)
• ⏫ 10/2023: Eureka: Human-Level Reward Design via Coding Large Language Models (Eureka)
• ⏫ 12/2023: Mathematical discoveries from program search with large language models (FunSearch)
• ⭐ 01/2023: Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers (VALL-E)
• ⭐ 01/2023: MusicLM: Generating Music From Text (MusicLM)
• ⭐ 01/2023: AudioLDM: Text-to-Audio Generation with Latent Diffusion Models (AudioLDM)
• ⭐ 03/2023: Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages (USM)
• ⭐ 05/2023: Scaling Speech Technology to 1,000+ Languages (MMS)
• ⏫ 06/2023: Simple and Controllable Music Generation (MusicGen)
• ⏫ 06/2023: AudioPaLM: A Large Language Model That Can Speak and Listen (AudioPaLM)
• ⏫ 06/2023: Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale (Voicebox)
• ⭐ 02/2023: Language Is Not All You Need: Aligning Perception with Language Models (Kosmos-1)
• ⭐ 03/2023: PaLM-E: An Embodied Multimodal Language Model (PaLM-E)
• ⭐ 04/2023: AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head (AudioGPT)
• ⭐ 05/2023: ImageBind: One Embedding Space To Bind Them All (ImageBind)
• ⏫ 07/2023: Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning (CM3Leon)
• ⏫ 07/2023: Meta-Transformer: A Unified Framework for Multimodal Learning (Meta-Transformer)
• ⏫ 08/2023: SeamlessM4T: Massively Multilingual & Multimodal Machine Translation (SeamlessM4T)
• ⭐ 01/2023: Mastering Diverse Domains through World Models (DreamerV3)
• ⏫ 02/2023: Grounding Large Language Models in Interactive Environments with Online RL (GLAM)
• ⏫ 02/2023: Efficient Online Reinforcement Learning with Offline Data (RLPD)
• ⏫ 03/2023: Reward Design with Language Models
• ⭐ 05/2023: Direct Preference Optimization: Your Language Model is Secretly a Reward Model (DPO)
• ⏫ 06/2023: Faster sorting algorithms discovered using deep reinforcement learning (AlphaDev)
• ⏫ 08/2023: Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization (Retroformer)
• ⭐ 02/2023: Symbolic Discovery of Optimization Algorithms (Lion)
• ⭐ 07/2023: RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control (RT-2)
• ⏫ 11/2023: Scaling deep learning for materials discovery (GNoME)
• ⏫ 12/2023: Discovery of a structural class of antibiotics with explainable deep learning

2022 Papers

• ⭐ 01/2022: A ConvNet for the 2020s (ConvNeXt)
• ⭐ 01/2022: Patches Are All You Need (ConvMixer)
• ⭐ 02/2022: Block-NeRF: Scalable Large Scene Neural View Synthesis (Block-NeRF)
• ⭐ 03/2022: DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection (DINO)
• ⭐ 03/2022: Scaling Up Your Kernels to 31×31: Revisiting Large Kernel Design in CNNs (Large Kernel CNN)
• ⭐ 03/2022: TensoRF: Tensorial Radiance Fields (TensoRF)
• ⭐ 04/2022: MaxViT: Multi-Axis Vision Transformer (MaxViT)
• ⭐ 04/2022: Hierarchical Text-Conditional Image Generation with CLIP Latents (DALL-E 2)
• ⭐ 05/2022: Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding (Imagen)
• ⭐ 05/2022: GIT: A Generative Image-to-text Transformer for Vision and Language (GIT)
• ⭐ 06/2022: CMT: Convolutional Neural Network Meet Vision Transformers (CMT)
• ⭐ 07/2022: Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors... (Swin UNETR)
• ⭐ 07/2022: Classifier-Free Diffusion Guidance
• ⭐ 08/2022: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation (DreamBooth)
• ⭐ 09/2022: DreamFusion: Text-to-3D using 2D Diffusion (DreamFusion)
• ⭐ 09/2022: Make-A-Video: Text-to-Video Generation without Text-Video Data (Make-A-Video)
• ⭐ 10/2022: On Distillation of Guided Diffusion Models
• ⭐ 10/2022: LAION-5B: An open large-scale dataset for training next generation image-text models (LAION-5B)
• ⭐ 10/2022: Imagic: Text-Based Real Image Editing with Diffusion Models (Imagic)
• ⭐ 11/2022: Visual Prompt Tuning
• ⭐ 11/2022: Magic3D: High-Resolution Text-to-3D Content Creation (Magic3D)
• ⭐ 11/2022: DiffusionDet: Diffusion Model for Object Detection (DiffusionDet)
• ⭐ 11/2022: InstructPix2Pix: Learning to Follow Image Editing Instructions (InstructPix2Pix)
• ⭐ 12/2022: Multi-Concept Customization of Text-to-Image Diffusion (Custom Diffusion)
• ⭐ 12/2022: Scalable Diffusion Models with Transformers (DiT)
• ⭐ 01/2022: LaMBDA: Language Models for Dialog Applications (LaMBDA)
• ⭐ 01/2022: Chain-of-Thought Prompting Elicits Reasoning in Large Language Models (CoT)
• ⭐ 02/2022: Competition-Level Code Generation with AlphaCode (AlphaCode)
• ⭐ 02/2022: Finetuned Language Models Are Zero-Shot Learners (FLAN)
• ⭐ 03/2022: Training language models to follow human instructions with human feedback (InstructGPT)
• ⭐ 03/2022: Multitask Prompted Training Enables Zero-Shot Task Generalization (T0)
• ⭐ 03/2022: Training Compute-Optimal Large Language Models (Chinchilla)
• ⭐ 04/2022: Do As I Can, Not As I Say: Grounding Language in Robotic Affordances (SayCan)
• ⭐ 04/2022: GPT-NeoX-20B: An Open-Source Autoregressive Language Model (GPT-NeoX)
• ⭐ 04/2022: PaLM: Scaling Language Modeling with Pathways (PaLM)
• ⭐ 06/2022: Beyond the Imitation Game: Quantifying and extrapolating the capabilities of lang... (BIG-bench)
• ⭐ 06/2022: Solving Quantitative Reasoning Problems with Language Models (Minerva)
• ⭐ 10/2022: ReAct: Synergizing Reasoning and Acting in Language Models (ReAct)
• ⭐ 11/2022: BLOOM: A 176B-Parameter Open-Access Multilingual Language Model (BLOOM)
• 📰 11/2022: Optimizing Language Models for Dialogue (ChatGPT)
• ⭐ 12/2022: Large Language Models Encode Clinical Knowledge (Med-PaLM)
• ⭐ 02/2022: mSLAM: Massively multilingual joint pre-training for speech and text (mSLAM)
• ⭐ 02/2022: ADD 2022: the First Audio Deep Synthesis Detection Challenge (ADD)
• ⭐ 03/2022: Efficient Training of Audio Transformers with Patchout (PaSST)
• ⭐ 04/2022: MAESTRO: Matched Speech Text Representations through Modality Matching (Maestro)
• ⭐ 05/2022: SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language... (SpeechT5)
• ⭐ 06/2022: WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing (WavLM)
• ⭐ 07/2022: BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for ASR (BigSSL)
• ⭐ 08/2022: MuLan: A Joint Embedding of Music Audio and Natural Language (MuLan)
• ⭐ 09/2022: AudioLM: a Language Modeling Approach to Audio Generation (AudioLM)
• ⭐ 09/2022: AudioGen: Textually Guided Audio Generation (AudioGen)
• ⭐ 10/2022: High Fidelity Neural Audio Compression (EnCodec)
• ⭐ 12/2022: Robust Speech Recognition via Large-Scale Weak Supervision (Whisper)
• ⭐ 01/2022: BLIP: Boostrapping Language-Image Pre-training for Unified Vision-Language... (BLIP)
• ⭐ 02/2022: data2vec: A General Framework for Self-supervised Learning in Speech, Vision and... (Data2vec)
• ⭐ 03/2022: VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks (VL-Adapter)
• ⭐ 04/2022: Winoground: Probing Vision and Language Models for Visio-Linguistic... (Winoground)
• ⭐ 04/2022: Flamingo: a Visual Language Model for Few-Shot Learning (Flamingo)
• ⭐ 05/2022: A Generalist Agent (Gato)
• ⭐ 05/2022: CoCa: Contrastive Captioners are Image-Text Foundation Models (CoCa)
• ⭐ 05/2022: VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts (VLMo)
• ⭐ 08/2022: Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks (BEiT)
• ⭐ 09/2022: PaLI: A Jointly-Scaled Multilingual Language-Image Model (PaLI)
• ⭐ 01/2022: Learning robust perceptive locomotion for quadrupedal robots in the wild
• ⭐ 02/2022: BC-Z: Zero-Shot Task Generalization with Robotic Imitation Learning
• ⭐ 02/2022: Outracing champion Gran Turismo drivers with deep reinforcement learning (Sophy)
• ⭐ 02/2022: Magnetic control of tokamak plasmas through deep reinforcement learning
• ⭐ 08/2022: Learning to Walk in Minutes Using Massively Parallel Deep Reinforcement Learning (ANYmal)
• ⭐ 10/2022: Discovering faster matrix multiplication algorithms with reinforcement learning (AlphaTensor)
• ⭐ 02/2022: FourCastNet: A Global Data-driven High-resolution Weather Model... (FourCastNet)
• ⭐ 05/2022: ColabFold: making protein folding accessible to all (ColabFold)
• ⭐ 06/2022: Measuring and Improving the Use of Graph Information in GNN
• ⭐ 10/2022: TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis (TimesNet)
• ⭐ 12/2022: RT-1: Robotics Transformer for Real-World Control at Scale (RT-1)
• 🏆 1958: Perceptron: A probabilistic model for information storage and organization in the brain (Perceptron)
• 🏆 1986: Learning representations by back-propagating errors (Backpropagation)
• 🏆 1986: Induction of decision trees (CART)
• 🏆 1989: A Tutorial on Hidden Markov Models and Selected Applications in Speech Recognition (HMM)
• 🏆 1989: Multilayer feedforward networks are universal approximators
• 🏆 1992: A training algorithm for optimal margin classifiers (SVM)
• 🏆 1996: Bagging predictors
• 🏆 1998: Gradient-based learning applied to document recognition (CNN/GTN)
• 🏆 2001: Random Forests
• 🏆 2001: A fast and elitist multiobjective genetic algorithm (NSGA-II)
• 🏆 2003: Latent Dirichlet Allocation (LDA)
• 🏆 2006: Reducing the Dimensionality of Data with Neural Networks (Autoencoder)
• 🏆 2008: Visualizing Data using t-SNE (t-SNE)
• 🏆 2009: ImageNet: A large-scale hierarchical image database (ImageNet)
• 🏆 2012: ImageNet Classification with Deep Convolutional Neural Networks (AlexNet)
• 🏆 2013: Efficient Estimation of Word Representations in Vector Space (Word2vec)
• 🏆 2013: Auto-Encoding Variational Bayes (VAE)
• 🏆 2014: Generative Adversarial Networks (GAN)
• 🏆 2014: Dropout: A Simple Way to Prevent Neural Networks from Overfitting (Dropout)
• 🏆 2014: Sequence to Sequence Learning with Neural Networks
• 🏆 2014: Neural Machine Translation by Jointly Learning to Align and Translate (RNNSearch-50)
• 🏆 2014: Adam: A Method for Stochastic Optimization (Adam)
• 🏆 2015: Batch Normalization: Accelerating Deep Network Training by Reducing Internal Cov... (BatchNorm)
• 🏆 2015: Going Deeper With Convolutions (Inception)
• 🏆 2015: Human-level control through deep reinforcement learning (Deep Q Network)
• 🏆 2015: Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks (Faster R-CNN)
• 🏆 2015: U-Net: Convolutional Networks for Biomedical Image Segmentation (U-Net)
• 🏆 2015: Deep Residual Learning for Image Recognition (ResNet)
• 🏆 2016: You Only Look Once: Unified, Real-Time Object Detection (YOLO)
• 🏆 2017: Attention is All you Need (Transformer)
• 🏆 2018: BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (BERT)
• 🏆 2020: Language Models are Few-Shot Learners (GPT-3)
• 🏆 2020: An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale (ViT)
• 🏆 2021: Highly accurate protein structure prediction with AlphaFold (Alphafold)
• 📰 2022: ChatGPT: Optimizing Language Models For Dialogue (ChatGPT)