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Reasoning

2595 directly classified papers

Papers per year

Papers

GeoDRL: A Self-Learning Framework for Geometry Problem Solving using Reinforcement Learning in Deductive Reasoning ACL 2023

FORK: A Bite-Sized Test Set for Probing Culinary Cultural Biases in Commonsense Reasoning Models ACL 2023

Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning ACL 2023

Large Language Models Can Self-Improve EMNLP 2023

Structural generalization in COGS: Supertagging is (almost) all you need EMNLP 2023

Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts EMNLP 2023

MindGames: Targeting Theory of Mind in Large Language Models with Dynamic Epistemic Modal Logic EMNLP 2023

Reasoning about Ambiguous Definite Descriptions EMNLP 2023

Joint Semantic and Strategy Matching for Persuasive Dialogue EMNLP 2023

ECHo: A Visio-Linguistic Dataset for Event Causality Inference via Human-Centric Reasoning EMNLP 2023

Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning EMNLP 2023

Disentangling Extraction and Reasoning in Multi-hop Spatial Reasoning EMNLP 2023

LogiCoT: Logical Chain-of-Thought Instruction Tuning EMNLP 2023

Large Language Models are Better Reasoners with Self-Verification EMNLP 2023

Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction EMNLP 2023

Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning EMNLP 2023

Factual Relation Discrimination for Factuality-oriented Abstractive Summarization EMNLP 2023

Exploring Jiu-Jitsu Argumentation for Writing Peer Review Rebuttals EMNLP 2023

Crystal: Introspective Reasoners Reinforced with Self-Feedback EMNLP 2023

When Do Decompositions Help for Machine Reading? EMNLP 2023

Non-Autoregressive Math Word Problem Solver with Unified Tree Structure EMNLP 2023

SLOG: A Structural Generalization Benchmark for Semantic Parsing EMNLP 2023

Let’s Think Frame by Frame with VIP: A Video Infilling and Prediction Dataset for Evaluating Video Chain-of-Thought EMNLP 2023

How to Enhance Causal Discrimination of Utterances: A Case on Affective Reasoning EMNLP 2023

Pragmatic Reasoning Unlocks Quantifier Semantics for Foundation Models EMNLP 2023