Excited to share our latest survey paper: "Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems"! 🚀 ArXiv: arxiv.org/abs/2307.08423.

🔬 An in-depth yet intuitive discussion on symmetry, as well as explainability, out-of-distribution generalization, large language models, and uncertainty. 📖 Access categorized lists of resources to enhance learning and education. 🌐 Website: air4.science.

📚🔬 Carl Edwards, part of the Heng Ji group at University of Illinois, presented "Language-Guided Scientific Discovery for Chemistry." His work at the intersection of language and science is paving the way for digitalizing knowledge. #ScientificDiscovery #Innovation #Ringberg

Carl Edwards Qingyun Wang and I will give a conference tutorial on Language + Molecules at EACL2024. See everyone in Malta soon!

Carl Edwards Carl Edwards Tom Hope Tom Hope Manling Li Manling Li Qingyun Wang Qingyun Wang Lawrence Zhao and I are organizing ACL2024 workshop on Language + Molecules, featuring amazing keynote speakers and advisory board Kyunghyun Cho Kyunghyun Cho and Shuiwang Ji Shuiwang Ji

ACL2024 Language+Molecules workshop website is up, paper submission deadline May 7, 2024: language-plus-molecules.github.io

🚀 Dive into the future of research with our tutorial: "Towards a Human-Computer Collaborative Scientific Paper Lifecycle". Explore how #NLP revolutionizes the way we understand literature, develop experiments, draft, and evaluate scientific papers. shorturl.at/twYZ9

As part of our ACL2024 workshop on language+molecules, we are also organizing an exciting shared task with a new dataset: language-plus-molecules.github.io We have spent a lot of efforts at constructing the dataset: blender.cs.illinois.edu/paper/molecule… Carl Edwards Qingyun Wang Tom Hope Shuiwang Ji

ACL2024 workshop on Language+Molecules CFP: Submit a paper (deadline May 17) and play with our dataset/join the shared task! github.com/language-plus-… Created by the amazing PhD students Carl Edwards and Qingyun Wang

🚀 Launching the Language + Molecules Workshop at ACL2024 ACL 2025! Dive into the integration of molecules & natural language for breakthroughs in drugs, materials, & more. 🧪⚛️ language-plus-molecules.github.io

Can you leverage on GPT-4 and build something much better? In this #icml2024 paper by Pacific Northwest National Laboratory Heng Ji and Microsoft we show just how to do that via automated planning and heuristic search guided by quantum chemical feedback. arxiv.org/abs/2402.10980

Exciting news! 🎉 Reviews, paper decisions, and shared task results are out! 🚀 Dive into the action and see the leaderboard now: language-plus-molecules.github.io/#leaderboard #ACL2024 #acl2024nlp #AI4Science

Now accepted at Conference on Language Modeling !

🗓️ AI4Science BoF Session at #ACL2024 📅 Date: August 14 🕥 Time: 10:30 AM - 12:00 PM 📍 Location: Room Lotus 10, 22nd floor Agenda: 🎤 Keynote by Carl Edwards: 30 mins 🎤 Keynote by Yin Fang: 30 mins 🗣️ Panel Discussion: 30 mins with Carl Edwards, Dr.

Good insights on AI for Science, especially on chemistry and how evaluation is very difficult on this space Carl Edwards ACL 2025 #NLProc #ACL2024NLP

🚀 Launching the Second AI4Research Workshop at AAAI 2025 AAAI! Dive into the interdisciplinary collaboration for breakthroughs in AI-assisted research lifecycle. Submit your research by Nov. 22! twtr.to/jA1sL

At Conference on Language Modeling this week, check out our paper (presented by Carl Edwards) on LLM-based drug synergy hypothesis generation. Predicting synergistic combination therapies given specific tumor information, and generating/retrieving drugs optimized to synergize in the context of

🚀 [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

Excited to see many AI4Research papers at #EMNLP2024. If you want to learn more, join us at AAAI 2025 for the Second AI4Research Workshop in Philadelphia! Our full-day workshop at AAAI 2025 on March 4th, 2025, dives deep into the entire AI-assisted scientific research lifecycle.

🚀Join us tomorrow in Room 122A for our 2nd AAAI AAAI AI4Research workshop🧪! We have an exciting lineup of presentations from our amazing invited speakers—don’t miss out! #AI4Research #AAAI2025 sites.google.com/view/ai4resear…