May Fung
@May_F1_CSE AP @HKUST | Affiliated Appointment @MIT 🦫 (upcoming)
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How can we better unlock LLM reasoning ability? How does code training steer LLMs to produce structured intermediate steps & self-improve? New Year, New Paper 🚀 Check out our systematic survey: How Code Empowers LLMs to Serve as Intelligent Agents arxiv.org/abs/2401.00812
UIUC-NLP @ EMNLP2024 - it was especially wonderful to see all alums!
Arrived in Miami for #EMNLP2024! 🌴🤩 Excited to present our recent work, 🎆MACAROON🎆 (self-iMaginAtion for ContrAstive pReference OptimizatiON), for enhancing LVLM knowledge boundary awareness and personalization while mitigating hallucination. Data & Code:…
Is your Vision-Language Model really helpful at all times? Can we instruct them to interact with users during conversations to avoid hallucinations or biased responses? 🍰Take some bites of PIE and MACAROON! We present a benchmark to evaluate LVLMs’ proactive engagement…
Working Talk: Speculations on Test-Time Scaling Slides: github.com/srush/awesome-… (A lot of smart folks thinking about this topic, so I would love any feedback.) Public Lecture (tomorrow): simons.berkeley.edu/events/specula…
Join our workshop on AI for research! With invited speakers @hengjinlp @_DougDowney @jeffclune @marinkazitnik @WeiWang1973 @aviadlevis
🚀 [CFP] Join Us at AAAI 2025 for the Second AI4Research Workshop! 🧪 Are you exploring cutting-edge research in an AI-assisted scientific research lifecycle? Do you want to uncover potential "hidden gems" and "sleeping beauties" in scientific literature? Our full-day workshop…
Our 75 pages survey paper about Tool Learning with Foundation Models has been accepted by ACM Computing Surveys, led by Dr. Yujia Qin @TsingYoga : arxiv.org/pdf/2304.08354
🚀 [CFP] Join Us at AAAI 2025 for the Second AI4Research Workshop! 🧪 Are you exploring cutting-edge research in an AI-assisted scientific research lifecycle? Do you want to uncover potential "hidden gems" and "sleeping beauties" in scientific literature? Our full-day workshop…
🚀 [CFP] Join Us at AAAI 2025 for the Second AI4Research Workshop! 🧪 Dive into the breakthroughs in AI-assisted research lifecycle. 🗓️Submission Deadline: Nov 24 @RealAAAI #callforpapers #aaai2025 #ai4research Submit your work now! twtr.to/_sqcK
🚀 Introducing Personalized Visual Instruction Tuning (PVIT)! Can your MLLM recognize you? We propose a novel formulation and a data construction framework to create MLLMs that conduct personalized dialogues. 📄 Paper: arxiv.org/pdf/2410.07113 💻 Code: github.com/sterzhang/PVIT
🧐Can we create a navigational agent that can handle thousands of new objects across a wide range of scenes? 🚀 We introduce DivScene bench and NatVLM. DivScene contains houses of 81 types and thousands of target objects. NatVLM is an end-to-end agent based on a Large Vision…
🚀 Launching the Second AI4Research Workshop at AAAI 2025 @RealAAAI! Dive into the interdisciplinary collaboration for breakthroughs in AI-assisted research lifecycle. Submit your research by Nov. 22! twtr.to/jA1sL
Fall is here - Crisp air🌫️, falling leaves🍂, and our new preprint🚨 are all coming together! LLMs can be your best companions that truly know what you want - We train LLMs to ‘interact to align’, essentially cultivating the meta-skill of LLMs to implicitly infer the unspoken…
We're open to industry sponsorships as well (shoot us an email)! Let's grow the AI4Research research community together~ 🌟
🚀 Launching the Second AI4Research Workshop at AAAI 2025 @RealAAAI! Dive into the interdisciplinary collaboration for breakthroughs in AI-assisted research lifecycle. Submit your research by Nov. 22! twtr.to/jA1sL
🎮 Check out the live demo for LM-Steer “Word Embeddings Are Steers for LMs” (Outstanding Paper ACL 2024) at huggingface.co/spaces/Glacioh…, which can: 1.🕹️Steer model generation 2.🔬Discover word embedding dimensions 3.📊Profile sentences & identify keywords #ACL2024 #LLMs #Science4LM
🎖Excited that "LM-Steer: Word Embeddings Are Steers for Language Models" became my another 1st-authored Outstanding Paper #ACL2024 (besides LM-Infinite) We revealed steering roles of word embeddings for continuous, compositional, efficient, interpretable& transferrable control!
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