Jiayi Geng

4 papers · 2024–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 👥 Mega-Team · Squad

Venues

ICML (2) EMNLP (1) ICLR (1)

Top co-authors

Thomas L. Griffiths (2) Ryan Liu (2) Ilia Sucholutsky (2) Simon Frieder (1) Mengdi Wang (1) Yifan Zeng (1) Alexis Chevalier (1) Zirui Wang (1) Huazheng Wang (1) Toni Annala (1)

Research topics

Artificial Intelligence (4) Core AI (4) Interdisciplinary (2) Machine Learning (1) Natural Language Processing (1) Applications (1) Cognitive Science (1) Learning Types (1) Optimization & Theory (1) Social (1)

Keywords

decision making (1) rational choice (1) direct preference optimization (1) language model alignment (1) human behavior (1) tree search (1) language model (1) best-of-n sampling (1) inference-time alignment (1) fine tuning (1) dialogue dataset (1) cognitive psychology (1) question answering benchmark (1) large language model (1) belief modeling (1) scientific problem solving (1) performance drop (1) expected value theory (1) chain-of-thoughts (1) textbook chapters (1)

Papers

Large Language Models Assume People are More Rational than We Really are ICLR 2025 Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse ICML 2025 TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling EMNLP 2025 Language Models as Science Tutors ICML 2024