Jonathan Fan

2 papers · 2024–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 👥 Mega-Team · Squad

Venues

EMNLP (1) ICML (1)

Top co-authors

Mingkun Chen (1) Alexander Fabbri (1) Shafiq Joty (1) Alexander Wardle-Solano (1) Arman Cohan (1) Linyong Nan (1) Yujie Qiao (1) Yilun Zhao (1) Malcolm Sailor (1) Semih Yavuz (1)

Research topics

Artificial Intelligence (1) Deep Learning (1) Knowledge & Reasoning (1) Machine Learning (1) Natural Language Processing (1) Application Areas (1) Applications (1) Architectures (1) Core AI (1) Optimization & Theory (1) Reasoning (1) Understanding (1)

Keywords

logical reasoning (1) natural language inference (1) first-order logic (1) benchmark dataset (1) neural operator (1) reasoning capability (1) natural language reasoning (1) domain decomposition method (1) nl-fol translation (1) electromagnetics (1) fluidic flow (1) loss function engineering (1) specialized surrogate solvers (1)

Papers

FOLIO: Natural Language Reasoning with First-Order Logic EMNLP 2024 Towards General Neural Surrogate Solvers with Specialized Neural Accelerators ICML 2024