Martin Riddell

3 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 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad

Venues

EMNLP (2) ACL (1)

Top co-authors

Arman Cohan (3) Wenfei Zhou (2) Yilun Zhao (2) Simeng Han (2) Shafiq Joty (2) Yujie Qiao (2) Rex Ying (2) Semih Yavuz (2) Zhenting Qi (2) Yingbo Zhou (2)

Research topics

Artificial Intelligence (3) Core AI (3) Machine Learning (2) Learning Types (2) Deep Learning (1) Knowledge & Reasoning (1) Natural Language Processing (1) Application Areas (1) Applications (1) Models (1) Optimization & Theory (1) Reasoning (1) Understanding (1)

Keywords

logical reasoning (2) natural language inference (1) model evaluation (1) code generation (1) first-order logic (1) benchmark dataset (1) data leakage (1) reasoning capability (1) reasoning chain (1) natural language reasoning (1) benchmark contamination (1) large language model (1) pretraining data (1) natural language proof (1) few-shot learning (1) nl-fol translation (1)

Papers

FOLIO: Natural Language Reasoning with First-Order Logic EMNLP 2024 P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains EMNLP 2024 Quantifying Contamination in Evaluating Code Generation Capabilities of Language Models ACL 2024