Michael S. Bernstein

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

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

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)

Research topics

Artificial Intelligence (3) Natural Language Processing (3) Core AI (3) Resources & Methods (3) Deep Learning (2) Machine Learning (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Interdisciplinary (1) Learning Paradigms (1) Social (1)

Keywords

large language model (3) text analysis (1) reinforcement learning from human feedback (1) supervised fine-tuning (1) fine tuning (1) few-shot prompting (1) social simulation (1) human behavior prediction (1) iterative evaluation (1) neural word embedding (1) social science (1) lexical category (1) online imitation learning (1) social-science simulation (1) semantic connotation (1) category validation (1) conceptual model (1) social science experiment (1) transfer learning (1) prompting (1)

Papers

Aligning Language Models with Demonstrated Feedback ICLR 2025 Finetuning LLMs for Human Behavior Prediction in Social Science Experiments EMNLP 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