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Ambrose Slone

2 papers · 2022–2022 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer

Venues

NeurIPS (2)

Top co-authors

Guy Gur-Ari (2) Aitor Lewkowycz (2) Ethan Dyer (2) Anders Andreassen (2) Cem Anil (2) Yuhuai Wu (2) Vinay Ramasesh (2) Behnam Neyshabur (2) Vedant Misra (2) Theo Gutman-Solo (1)

Research topics

Natural Language Processing (2) Artificial Intelligence (1) Deep Learning (1) Knowledge & Reasoning (1) Machine Learning (1) Applications (1) Core AI (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Reasoning (1) Resources & Methods (1)

Keywords

mathematical reasoning (1) in-context learning (1) out-of-distribution generalization (1) language model (1) pre-trained language model (1) length generalization (1) quantitative reasoning (1) reasoning task (1) scientific reasoning (1) problem solving (1) large language model (1) scratchpad prompting (1)

Papers

Exploring Length Generalization in Large Language Models NeurIPS 2022 Solving Quantitative Reasoning Problems with Language Models NeurIPS 2022