Ritu Gala @ritugala13
Artificial Intelligence @ Carnegie Mellon University Joined May 2012-
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The idea of "machine unlearning" is getting attention lately. Been thinking a lot about it recently and decided to write a long post: ai.stanford.edu/~kzliu/blog/un… 📰 Unlearning is no longer just about privacy and right-to-be-forgotten since foundation models. I hope to give a gentle…
Don’t blindly base your decision on which LLM to use on broken benchmarks like MMLU... If you are serious about choosing the right LLM for your use case, you NEED to create an eval of your own. Let’s talk about how you can make one 🧵 x.com/nearcyan/statu…
Don’t blindly base your decision on which LLM to use on broken benchmarks like MMLU... If you are serious about choosing the right LLM for your use case, you NEED to create an eval of your own. Let’s talk about how you can make one 🧵 x.com/nearcyan/statu…
Ratnesh Kumar Sharma @rksiitd
381 Followers 3K Following On a reading challenge. If you have a strong thesis, you may change the world. Founder @aixb_world. Alumnus @DBEBtweeting @iitdelhi.
Amy @amy_mullen66
114 Followers 3K Following
ReginaGrant @734l9tMIR4c2x
7 Followers 317 Following
Atharv Sonwane @twm_as
172 Followers 763 Following Looking for PhD Positions! RF @MSFTResearch India | CS'22 @ BITS Goa AI4Code, Neuro-symbolic AI, Robotics, Planning
aykr @ajoykumar11
82 Followers 1K Following AI researcher and architect. Specialize on RAG, LLMs, AI and ML application to industry. 20+ patents. All tweets and opinions are my own.
Alejandra Bradford @AlejandraB12367
124 Followers 3K Following
Ramneet Singh @Ramneet_Singhh
489 Followers 3K Following Visiting Researcher @gatech_scs | Senior Undergraduate in CS at IIT Delhi | Research in PL+ML | Learning Category Theory | Sports + Music + Food (in that order)
Abhishek Awasthi @BeAsTmAsTeR_169
21 Followers 591 Following
Bhavish Pahwa @BpHigh_BpLow
18 Followers 132 Following
Joe Stacey @_joestacey_
573 Followers 1K Following PhD student at Imperial and Apple Scholar. I love running, NLP and travelling (in no particular order). Ex teacher and PwC Consultant. #NLProc
Fatoumata HAIDARA💙 @FatimHaidara2
223 Followers 489 Following Msc student in African Master Machine Intelligence(AMMI) |Data Scientist | Climate Science Enthusiast🌱🌊🌪️🇲🇱🇸🇳
Annette Smith @Annettebregg
1K Followers 2K Following
Robert Scoble @Scobleizer
505K Followers 67K Following Follow me on my new podcast with AI startups, Unaligned. Tech industry color commentator since 1993. Author/Blogger. Former strategist @Microsoft.
Ashutosh Mehra @ashutoshmehra
2K Followers 5K Following Senior Principal Scientist at Adobe. Working on Acrobat AI Assistant, LLMs, and document ML.
jose Ruiz @joru1000
200 Followers 2K Following C-level Technology lead, strongly focused on Generative AI. Researching on practical production use cases across the Enterprise (yes... as everybody else)
Yin-Hong Cao @caoyinhong
144 Followers 1K Following Postdoc in Jiayang Li Lab, Institute of Genetics and Developmental Biology, CAS. Focus on the Multi-omics of dandelions & rice🌱🌾Recruiting Top-Tier Talents👇
David Stafford @davidstafford
710 Followers 2K Following AI and robotics. Bit twiddling. Opinions are my own.
HashHakim @hash_hakim
129 Followers 4K Following
Gautham Krishna Gudur @gauthamkrishna_
508 Followers 5K Following Ph.D. student @UTAustin and @wncg_UT. Prev @ericssonlabs. Mostly into efficient and human-centric machine learning research. Travel, music & lots of randomness.
Anirudh Khatry @AnirudhKhatry
433 Followers 749 Following Incoming CS PhD @UTAustin | Research Fellow at @ProseMsft, @Microsoft | AI4Code | Guitarist | VJTI ‘21
Amro @amrokamal1997
350 Followers 865 Following I do AI Research @datologyai. Ex-AI Resident at Facebook (FAIR) | AMMI @AIMS_Next alumni | UofKhartoum alumni | Sudanese 🇸🇩
Mark Jimenez @realmarkjimenez
34 Followers 195 Following
Raj Mehta @rajmehta231
0 Followers 13 Following
Abhay Puri @AbhayPuri98
580 Followers 924 Following Visiting Researcher @ServiceNowRSRCH| ex-MLE @Jumio | Grad Student @Mila_Quebec
Josh @JoshPurtell
732 Followers 2K Following ML Researcher. Ex: Cyber microexit, Yale Math. Hiring in ML Ars longa
Bhavna Gala @BhavnaGala7
3 Followers 6 Following
Harsh Desai @dreamerharsh
1 Followers 3K Following
Wen-Ding Li @xu3kev
2K Followers 5K Following Program Synthesis & ML. Previously Student Researcher at @google. Previously intern at @theteamatx. Mastodon: [email protected]
Oleksii Kuchaiev @kuchaev
483 Followers 609 Following AI model alignment and customization @NVIDIA. I love riding motorcycles and all things ocean - surfing, sailing, diving.
Siddhant Arora @Sid_Arora_18
464 Followers 498 Following PhD student @LTIatCMU; Silver Medalist @iitdelhi
Graham Neubig @gneubig
31K Followers 588 Following Associate professor at CMU, studying natural language processing and machine learning.
Arif Ahmad @arif_ahmad_py
307 Followers 7K Following All things AI, Computer Science and Circuits! Prev. @GoogleAI
Alaa Essam @AlaaEssam137003
6 Followers 136 Following Biomedical informatician 🧬 | Data scientist 👨💻 Sequencing the future, One base at a time
Shivam Patil @shivamm_patil
1 Followers 6 Following
Kunj Dedhia @DedhiaKunj
7 Followers 26 Following
Language Technologies.. @LTIatCMU
9K Followers 233 Following The Language Technologies Institute in Carnegie Mellon University's @SCSatCMU
Sherry Tongshuang Wu @tongshuangwu
5K Followers 1K Following Assist. Prof @SCSatCMU , CS PhD @uwcse. HCI+AI, map general-purpose models to specific use cases! prev. intern @MSFTResearch @GoogleAI @Apple. She/her.
Arif Ahmad @arif_ahmad_py
307 Followers 7K Following All things AI, Computer Science and Circuits! Prev. @GoogleAI
Oleksii Kuchaiev @kuchaev
483 Followers 609 Following AI model alignment and customization @NVIDIA. I love riding motorcycles and all things ocean - surfing, sailing, diving.
Amro @amrokamal1997
350 Followers 865 Following I do AI Research @datologyai. Ex-AI Resident at Facebook (FAIR) | AMMI @AIMS_Next alumni | UofKhartoum alumni | Sudanese 🇸🇩
Beidi Chen @BeidiChen
6K Followers 344 Following Asst. Prof @CarnegieMellon, Visiting Researcher @Meta, Postdoc @Stanford, Ph.D. @RiceUniversity, Large-Scale ML, a fan of Dota2.
Bhavna Gala @BhavnaGala7
3 Followers 6 Following
Anirudh Khatry @AnirudhKhatry
433 Followers 749 Following Incoming CS PhD @UTAustin | Research Fellow at @ProseMsft, @Microsoft | AI4Code | Guitarist | VJTI ‘21
Simran Khanuja @simi_97k
2K Followers 898 Following NLP | PhD Student @LTIatCMU | Predoctoral Researcher @Google | Microsoft Research | BITS Pilani, Goa
Akash Mahajan @akashmjn
598 Followers 393 Following MTS @ContextualAI | prev in awe of PNW beauty 🏔 @Azure Speech; @Stanford @atherenergy @iitmadras
Jonathan Haidt @JonHaidt
412K Followers 2K Following Social psychologist at NYU-Stern, working to roll back the phone-based childhood. Please visit https://t.co/ZjBuXdDr8I & https://t.co/7aVAmOTlnl
Sam Altman (Parody) @SamAltsMan
4K Followers 115 Following Fired for putting AI and profit over humanity. Anytime someone undermines my non-profit I sell out to Bill Gates. Parody. Here for chaos. Link in bio
Fidji Simo @fidjissimo
30K Followers 554 Following CEO and Chair @Instacart. Cofounder of @Metrodorainst, focused on finding cures for neuroimmune conditions.
Michael Seibel @mwseibel
216K Followers 0 Following Partner at YC and Managing Director of YC Early Stage @ycombinator [email protected]
Garry Tan @garrytan
435K Followers 4K Following President & CEO @ycombinator —Founder @Initialized—PM/designer/engineer who helps founders—YouTuber—San Francisco Democrat accelerating the boom loop—e/acc
Elon Musk @elonmusk
182.0M Followers 588 Following
Vinod Khosla @vkhosla
633K Followers 575 Following entrepreneurship zealot, grounded technology possibilist, believer in the power of ideas, passionate about sustainability & impact
Chris Anderson @TEDchris
1.5M Followers 1K Following Head of TED. Dreamer. Most days an optimist. TED = free talks on the web in Technology, Entertainment, Design & ideas worth spreading. https://t.co/5OMY86h3d0
Bill Gates @BillGates
64.6M Followers 586 Following Sharing things I'm learning through my foundation work and other interests.
OpenAI Developers @OpenAIDevs
73K Followers 0 Following Official @OpenAI account for anyone building on our APIs. Join us in building the future of AI. We ❤️ developers!
Jeff Dean (@🏡) @JeffDean
297K Followers 6K Following Chief Scientist, Google DeepMind and Google Research. Co-designer/implementor of things like @TensorFlow, MapReduce, Bigtable, Spanner, Gemini .. (he/him)
Ilya Sutskever @ilyasut
370K Followers 2 Following towards a plurality of humanity loving AGIs @openai
Siddhant Arora @Sid_Arora_18
464 Followers 498 Following PhD student @LTIatCMU; Silver Medalist @iitdelhi
TLDR Newsletter @tldrnewsletter
125K Followers 137 Following Startups, Tech & Programming Newsletter: https://t.co/7gjBLYeOxY | Crypto Newsletter: https://t.co/4Xa63QkGMf | AI Newsletter: https://t.co/UsowDlp8JM | Curated by @tldrdan
Swaminathan Gurumurth.. @SwaminathanGur3
486 Followers 2K Following PhD student at the Robotics Institute, CMU
Anthropic @AnthropicAI
264K Followers 26 Following We're an AI safety and research company that builds reliable, interpretable, and steerable AI systems. Talk to our AI assistant Claude at https://t.co/aRbQ97uk4d.
Khushboo Gala @KhushbooSGala
2K Followers 2K Following Chief GI fellow @MayoClinicGIHep | @MayoKernScholar | Co-EIC @ACGCRJ | Interventional endoscopy, obesity, healthcare delivery & MedEd | Views own 🇮🇳🇺🇸
Ankit Jain @jain_ankit
5K Followers 2K Following Founder & CEO @InfinitusAI. Building the real time interoperable, cost-efficient, digital healthcare we all want. Previously @GradientVC, @Quettra, @GooglePlay
Ian Goodfellow @goodfellow_ian
299K Followers 1K Following Research Scientist at DeepMind. Opinions my own. Inventor of GANs. Lead author of https://t.co/M6vl8pEifa
Lex Fridman @lexfridman
3.5M Followers 126 Following Host of Lex Fridman Podcast. Interested in robots and humans.
Andrew Ng @AndrewYNg
1.0M Followers 913 Following Co-Founder of Coursera; Stanford CS adjunct faculty. Former head of Baidu AI Group/Google Brain. #ai #machinelearning, #deeplearning #MOOCs
Andrej Karpathy @karpathy
981K Followers 905 Following 🧑🍳. Previously Director of AI @ Tesla, founding team @ OpenAI, CS231n/PhD @ Stanford. I like to train large deep neural nets 🧠🤖💥
Paul Graham @paulg
1.9M Followers 772 Following
Sequoia Capital @sequoia
686K Followers 1K Following We help the daring build legendary companies from idea to IPO and beyond.
Vijay V. @vijaytarian
535 Followers 444 Following Grad student at CMU. I do research on applied NLP. he/him
Eliezer Yudkowsky ⏹.. @ESYudkowsky
175K Followers 89 Following The original AI alignment person. Missing punctuation at the end of a sentence means it's humor. If you're not sure, it's also very likely humor.
Graham Neubig @gneubig
31K Followers 588 Following Associate professor at CMU, studying natural language processing and machine learning.
Christopher Manning @chrmanning
127K Followers 116 Following Director, @StanfordAILab. Assoc. Director, @StanfordHAI. Founder, @stanfordnlp. Prof. CS & Linguistics, @Stanford. IP @aixventureshq. 🇦🇺 Do #NLProc & #AI. 👋
OpenAI @OpenAI
3.5M Followers 0 Following OpenAI’s mission is to ensure that artificial general intelligence benefits all of humanity. We’re hiring: https://t.co/dJGr6LgzPA
Lilian Weng @lilianweng
95K Followers 148 Following Working on AI safety, past on robotics, applied research @OpenAI; Writing ML blogs to help myself & others to learn; Ideas my own.With long-context LMs, we can now fit *thousands* of training examples in context! We perform an in-depth exploration of many-shot in-context learning, finding it surprisingly effective, providing huge increases over few-shot prompting, and competitive with fine-tuning!
In-context learning provides an LLM with a few examples to improve accuracy. But with long-context LLMs, we can now use *thousands* of examples in-context. We find that this long-context ICL paradigm is surprisingly effective– and differs in behavior from short-context ICL! 🧵
In-context learning provides an LLM with a few examples to improve accuracy. But with long-context LLMs, we can now use *thousands* of examples in-context. We find that this long-context ICL paradigm is surprisingly effective– and differs in behavior from short-context ICL! 🧵
Our work on “Semantically Aligned Question and Code Generation for Automated Insight Generation” was covered by the latest edition of Microsoft Research Focus! @AnanyaSingha18 @BhavyaChopra1 @SumitGulwani @AustinZHenley @pidgeyusedgust @Mukul_Singh_1 Chris Parnin & Vu Le!
In this edition: Can LLMs transform natural language into formal method postconditions; Semantically aligned question + code generation for automated insight generation; Explaining CLIP performance disparities on blind/low vision data; plus recent news. msft.it/6013YuMLU
As of last week, I passed my PhD viva 🎉 Thanks to @carolscarton and @bazril for examining the thesis And @alexandrabirch1 and Mark Steedman for everything ♥️
The living portraits at Hogwarts are now technologically quite possible. Would like to buy one and enter my house this way
It’s a good time to be a parody account because everything is such a joke this year
Scale AI presents A Careful Examination of LLM Performance on Grade School Arithmetic - Evaluate existing LLMs on a new test set of GSM8K - Observe accuracy drops of up to 13%, with models like Phi and Mistral showing evidence of systematic overfitting arxiv.org/abs/2405.00332
OpenDevin is learning to do new things quickly! * Monday: Sending its first github pull request (x.com/gneubig/status…) * Wednesday: Doing its first data analysis in a Jupyter notebook 👇 I wish I had been able to learn new programming tasks so fast 😅
I finally managed to integrate (most of) CodeAct into OpenDevin 🥳. Now, it can work end-to-end on model training (well - very simple linear regression😉). It is somewhat buggy - But I'm excited that we may have a fully open-sourced AI software engineer/data scientist in the near…
Tell me that you're a language model from X corporation without telling me you're a language model from X corporation.
🎉 Exciting news in #HealthcareAI! We're thrilled to introduce Hippocrates, an open-source LLM framework tailored for the medical field! 🚀 #AI #NLProc (1/9)
Super cool work! Curating data for low resource settings is hard - great to see strides being made in this direction!
Obtaining task-specific training data is hard! Generating synthetic data with LLMs can be a solution, but this data is often low quality or lacking diversity. We think you should *transform existing datasets* instead of synthetically generating one from scratch!
It’s difficult to get really good at prompt engineering by reading. Just write prompts, write more prompts, and then write even more prompts. Come up with challenges for yourself and try to make it work. You’ll get better faster than you can imagine.
If I want to become a top tier prompt engineer, where should I go to learn? No bullshit affiliate linked courses. I want short, practical, high value methods that can help me nail output. I think I’m okay but I need to level up.
Rabbit R1 Reviews Herald ‘Standout’ AI Assistant After Disastrous Humane Pin Launch ► decrypt.co/228146/rabbit-… decrypt.co/228146/rabbit-…
LLaMA 3, now with 160K+ context. Every day, we are pushing it higher.
We're still cooking. Looking forward to seeing what others build on top of it. More checkpoints to come! Also want to recognize the work of @winglian and @mattshumer_ too who are also in the trenches on this.
@ritugala13 I like this approach too, just as long as everyone recognizes that the transformations are derivative works — and it's not used as an excuse to launder Copyright!
We're having a big event on agents at CMU on May 2-3 (one week from now), all are welcome! cmu-agent-workshop.github.io It will feature: * Invited talks from @alsuhr @ysu_nlp @xinyun_chen_ @MaartenSap and @chris_j_paxton * Posters of cutting edge research * Seminars and hackathons
On May 2-3, we're going to have a big event in Pittsburgh about LLM Agents. We have invited talks from great speakers inside and outside CMU, student research presentations and posters, tutorials and discussions! Come join us at CMU campus, and register at cmu-agent-workshop.github.io
This work was a collaboration between @saumyagandhi007, @ritugala13, @vijaytarian, @tongshuangwu, and @gneubig. You can read our paper at arxiv.org/abs/2404.14361. We've also integrated these ideas into the newest release of Prompt2Model (github.com/neulab/prompt2…)!
Transforming existing datasets (“DataTune”) is also more effective than generating datasets from scratch (“Synthetic data”). In the paper, we show transforming existing data typically yields *more difficult* and *more diverse* datasets without reducing dataset quality!
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