Dan Roth @DanRothNLP
Chief AI Scientist, Oracle, and the Eduardo D. Glandt Distinguished Professor, CIS, University of Pennsylvania. Former VP/Distinguished Scientist, AWS AI Labs. seas.upenn.edu/~danroth/ Philadelphia, PA Joined May 2010-
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✨Yesterday we released MoNaCo, an @allen_ai benchmark of 1,315 hard human-written questions that, on average, require 43.3 documents per question!✨ The three aforementioned questions were actually some of the easier ones in MoNaCo 😉 (8/) x.com/allen_ai/statu…
✨Yesterday we released MoNaCo, an @allen_ai benchmark of 1,315 hard human-written questions that, on average, require 43.3 documents per question!✨ The three aforementioned questions were actually some of the easier ones in MoNaCo 😉 (8/) x.com/allen_ai/statu…
MoNaCo evaluates complex question-answering with: 📚 1,315 multi‑step queries 🔎 Retrieval, filtering & aggregation across text and tables 🌟 Avg 43.3 distinct documents per query
LLMs power research, decision‑making, and exploration—but most benchmarks don’t test how well they stitch together evidence across dozens (or hundreds) of sources. Meet MoNaCo, our new eval for question-answering cross‑source reasoning. 👇
Augmenting GPT-4o with Visual Sketchpad ✏️ We introduce Sketchpad agent, a framework that equips multimodal LLMs with a visual canvas and drawing tools 🎨 . Improving GPT-4o's performance in vision and math tasks 📈 🔗: visualsketchpad.github.io
Augmenting GPT-4o with Visual Sketchpad ✏️ We introduce Sketchpad agent, a framework that equips multimodal LLMs with a visual canvas and drawing tools 🎨 . Improving GPT-4o's performance in vision and math tasks 📈 🔗: visualsketchpad.github.io https://t.co/iYRh4BzMgJ
😺 This work is done with my amazing collaborators: @yujielu_10, muyu he, @WilliamWangNLP @DanRothNLP YOU ARE THE BEST!!! 😎🔥 (n/n)
🔥Error Examples from DALL-E 3 👀More Visualizations: zeyofu.github.io/CommonsenseT2I… (3/n)
🔥Highlights of the Commonsense-T2I benchmark: 📚Pairwise text prompts with minimum token change ⚙️Rigorous automatic evaluation with descriptions for expected outputs ❗️Even DALL-E 3 only achieves below 50% accuracy (2/n)
Can Text-to-Image models understand common sense? 🤔 Can they generate images that fit everyday common sense? 🤔 tldr; NO, they are far less intelligent than us 💁🏻♀️ Introducing Commonsense-T2I 💡 zeyofu.github.io/CommonsenseT2I/, a novel evaluation and benchmark designed to measure…
Best-fit Packing completely eliminates unnecessary truncations while retaining the same training efficiency as concatenation with <0.01% overhead tested on popular pre-training datasets like @TIIuae's RefinedWeb and @BigCodeProject's Stack.🧵5/n
The common practice in LLM pre-training is to concat all docs then split into equal-length chunks. This is efficient but hurts data integrity: doc fragmentation leads to loss of info, and causes next-token prediction to be ungrounded, making model prone to hallucination.🧵2/n
🚀Introducing "Fewer Truncations Improve Language Modeling" at #ICML2024 We tackle a fundamental issue in LLM pre-training: docs are often broken into pieces. Such truncation hinders model from learning to compose logically coherent and factually grounded content. 👇🧵1/n
Can GPT-4V and Gemini-Pro perceive the world the way humans do? 🤔 Can they solve the vision tasks that humans can in the blink of an eye? 😉 tldr; NO, they are far worse than us 💁🏻♀️ Introducing BLINK👁 zeyofu.github.io/blink/, a novel benchmark that studies visual perception…
Can GPT-4V and Gemini-Pro perceive the world the way humans do? 🤔 Can they solve the vision tasks that humans can in the blink of an eye? 😉 tldr; NO, they are far worse than us 💁🏻♀️ Introducing BLINK👁 zeyofu.github.io/blink/, a novel benchmark that studies visual perception… https://t.co/swelqZoue5
Super excited to announce that our "3rd Workshop on NLP for Medical Conversations" will be co-located with IJCNLP-AACL 2023!! Website and CFP: nlpmc-2023.github.io @aaclmeeting #AACL2023 #NLProc #NLP #AI #DigitalHealth #HealthTech #Healthcare
We are thrilled to announce our second workshop on natural language interfaces, held in conjunction with the prestigious IJCNL-AACL conference! In collaboration with researchers from AWS AI Labs, Google Research, Meta AI Research, and Microsoft Research, this workshop aims to
I’ve been working with @awscloud’s #Bedrock service for a couple of months now at @caylentinc, and I’d like to share some of what I’ve learned. 🧵
aws.amazon.com/codewhisperer/ is really neat. Helps you code faster, checks for security vulns, discloses licenses of code it drew from, and works great for AWS APIs. Boom! @awscloud putting ML to work for developers
Excited to announce a new product from AWS AI: Amazon CodeWhisperer aws.amazon.com/blogs/aws/now-…
(((ل()(ل() 'yoav)))... @yoavgo
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Percy Liang @percyliang
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Dirk Van den Poel @dirkvandenpoel
6K Followers 6K Following Professor of Data Analytics / Big Data / predictive analytics at Ghent University. Data scientist using Spark/ensemble classification. #avgeek #opensource
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123 Followers 163 Following Big Data Hadoop, HDFS, Spark, ML Flow initiative at Ghent University
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Liang Qiu @liangqiu_1994
247 Followers 603 Following Senior Applied Scientist @amazon. PhD @VCLA_UCLA. Past: @Salesforce, @MSFTResearch. Opinions are my own.
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1 Followers 160 Following student (and) researcher; learning and making machines learn; making the most of my life, while it is rife
WebAgentlab @webagentlab
451 Followers 1K Following WebAgentLab is building an open-source community focused on Web Agent and the broader GUI Agent field.
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MKI @mki028
158 Followers 2K Following certified mediocre. NLP/CL & アニメーション enjoyer. research interests: language, learning, interpretability, or everything in-between. PhD-ing @mbzuai
Agam Goyal @_agam_goyal_
89 Followers 528 Following CS PhD Student @siebelschool @UofIllinois | Previously: @AdobeResearch, @amazon & @awscloud, @UWMadison
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151K Followers 228 Following Director, @StanfordAILab. Assoc. Director, @StanfordHAI. Founder, @stanfordnlp. Prof. CS & Linguistics, @Stanford. IP @aixventureshq. 🇦🇺 Do #NLProc & #AI. 👋
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ACL 2025 @aclmeeting
22K Followers 52 Following Association for Computational Linguistics | ACL 2025 conference | The 63rd Annual Meeting of the ACL Hashtags: #NLProc #ACL2025NLP
Stanford NLP Group @stanfordnlp
171K Followers 295 Following Computational Linguists—Natural Language—Machine Learning @chrmanning @jurafsky @percyliang @ChrisGPotts @tatsu_hashimoto @MonicaSLam @Diyi_Yang @StanfordAILab
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Djamé.. @zehavoc
6K Followers 4K Following Associate professor in NLP, engaged citizen. Tweeting about work, life and stuffs that I care about. All my tweets can be used freely. Personal account.
US Open Tennis 2025 L... @_USOpenTennis
277 Followers 5 Following 🎾 US Open 2025 live stream Aug 24–Sept 7 from New York’s Qns on ESPN/ESPN+—stream all courts worldwide. Lets Follow @_USOpenTennis for #USOpen #Tennis updates!
Snigdha Chaturvedi �... @snigdhac25
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UPenn NLP @penn_nlp
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Xingyu Fu @XingyuFu2
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Ming-Wei Chang @mchang21
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NAACL HLT 2027 @naaclmeeting
9K Followers 52 Following The official account of the Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics.
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Jana Doppa @janadoppa
455 Followers 247 Following Huie-Rogers Endowed Chair Professor of CS @WSUPullman; alumni @OregonState @IITKanpur; AI, ML, Computing Systems, AI for Science and Engineering
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Jeff Dean @JeffDean
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NAACL @naacl
6K Followers 3 Following
Daniel Khashabi 🕊�... @DanielKhashabi
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Jason Baldridge @jasonbaldridge
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Kai-Wei Chang @kaiwei_chang
8K Followers 713 Following Associate Professor @UCLAengineering/@UCLA. Area: #NLProc/#ML/#AI https://t.co/zj1ssZj9ox
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13K Followers 159 Following The Natural Language Processing Group at the University of Edinburgh.
UKP Lab @UKPLab
2K Followers 411 Following The Ubiquitous Knowledge Processing Lab researches Natural Language Processing, Text Mining, eLearning, and Digital Humanities · @CS_TUDarmstadt · @TUDarmstadt
Luke Zettlemoyer @LukeZettlemoyer
10K Followers 2K Following
Shyam Upadhyay @shyamupa
541 Followers 764 Following Research Scientist at Google working on NLP problems in Assistant, formerly PhD Student at University of Pennsylvania.
JHU CLSP @jhuclsp
7K Followers 6K Following Center for Language and Speech Processing at @JohnsHopkins #NLProc #MachineLearning #AI https://t.co/6IXR5OSQtw @[email protected]
Cognitive Computation... @cogcomp
647 Followers 64 Following Dan Roth's Cognitive Computation Group at the University of Pennsylvania. (Not the account of the Cognitive Computing Lab at Georgia Tech.)
Nitish Gupta @nitish_gup
1K Followers 484 Following Research Scientist at @GoogleDeepMind PhD from University of Pennsylvania | Undergrad from IIT Kanpur
Parisa Kordjamshidi @Kordjamshidi
1K Followers 373 Following Associate Professor, Computer Science, Michigan State University. Interested in #ML, #AI, Natural Language Processing #NLProc.
Hadar Shemtov @hadar_shemtov
23 Followers 68 Following
NexLP @NexLP_Inc
814 Followers 1K Following NexLP's Story Engine™ uses the latest advances in #AI and #machinelearning to turn data into actionable insight. --LinkedIn-- https://t.co/5NBnJnvJGA
Oren Etzioni @etzioni
27K Followers 2K Following Co-founder, https://t.co/XLQqMYVHzw. Founder, https://t.co/PYY4TlNbH4. Founding CEO, AIlen Institute for AI. Founder, https://t.co/IQ6xAlnKcR. Professor Emeritus, UW
Sebastian Riedel (@ri... @riedelcastro
17K Followers 460 Following Researcher in NLP/ML @deepmind, @ucl_nlp, @[email protected] on Mastodon
Darren Cahill @darren_cahill
149K Followers 771 Following Aussie living abroad and working in tennis. ESPN tennis analyst. AFL & NFL tragic supporting Port Adelaide & Raider Nation.
Hal Daumé III @haldaume3
26K Followers 333 Following https://t.co/jIZyWtJ8gS Human-centered AI, NLP & ML. Director @trails_ai. Prof @umdCS, member of @CLIPumd @HCIL_umd, former @MSFTresearch. Fun: 🧗🧑🍳🧘⛷️🏕️.
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170K Followers 353 Following Official Site of Brad Gilbert: Sports Fan, ESPN Tennis Analyst, Tennis Coach, Best-Selling Author, Sports Knowledge. Founding member of the 👊1989.
Martina Navratilova @Martina
464K Followers 1K Following used to play tennis,now talk about it. Personal insults or telling me to stick to tennis=BLOCK voting blue despite the Dems stance on women’s sex based spaces
Pam Shriver @PHShriver
52K Followers 955 Following Born on July 4th 💥, mom of 3 young adults, love our rescue cats, Dart, Keanu & Billie, & Retriever Bo, Played 19 years on WTA Tour. ESPN & Tennis Channel.Trends for United States
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