Michael S. Bernstein

4 papers · 2017–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🏃 Academic Marathon (8) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

EMNLP (1) ICLR (1) ICML (1) IJCAI (1)

Top co-authors

Hyundong Justin Cho (1) Michelle S. Lam (1) James Evans (1) Austin C. Kozlowski (1) Erik Brynjolfsson (1) Bernard Koch (1) Diyi Yang (1) Ryan Liu (1) Akaash Kolluri (1) Joey Hejna (1)

Keywords

transfer learning (1) text analysis (1) human behavior prediction (1) large language model (1) neural word embedding (1) social science (1) lexical category (1) social science simulation (1) semantic connotation (1) category validation (1) social science experiment (1)

Papers

Finetuning LLMs for Human Behavior Prediction in Social Science Experiments EMNLP 2025

Aligning Language Models with Demonstrated Feedback ICLR 2025

Position: LLM Social Simulations Are a Promising Research Method ICML 2025

Lexicons on Demand: Neural Word Embeddings for Large-Scale Text Analysis IJCAI 2017