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Reasoning

2595 directly classified papers

Papers per year

Papers

FERMAT: An Alternative to Accuracy for Numerical Reasoning ACL 2023

Measuring and Narrowing the Compositionality Gap in Language Models EMNLP 2023

BUCA: A Binary Classification Approach to Unsupervised Commonsense Question Answering ACL 2023

Enhancing Reasoning Capabilities by Instruction Learning and Chain-of-Thoughts for Implicit Discourse Relation Recognition EMNLP 2023

Identifying Quantifiably Verifiable Statements from Text ACL 2023

Democratizing Reasoning Ability: Tailored Learning from Large Language Model EMNLP 2023

CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular Data EMNLP 2023

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

Are All Steps Equally Important? Benchmarking Essentiality Detection in Event Processes EMNLP 2023

MultiTool-CoT: GPT-3 Can Use Multiple External Tools with Chain of Thought Prompting ACL 2023

Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection EMNLP 2023

Large Language Models Can Self-Improve EMNLP 2023

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

Unsupervised Task Graph Generation from Instructional Video Transcripts ACL 2023

QTSumm: Query-Focused Summarization over Tabular Data EMNLP 2023

Explore the Way: Exploring Reasoning Path by Bridging Entities for Effective Cross-Document Relation Extraction EMNLP 2023

Eliminating the Impossible, Whatever Remains Must Be True: On Extracting and Applying Background Knowledge in the Context of Formal Explanations AAAI 2023

PragmatiCQA: A Dataset for Pragmatic Question Answering in Conversations ACL 2023

Necessary and Sufficient Conditions for Inverse Reinforcement Learning of Bayesian Stopping Time Problems JMLR 2023

Pragmatic Reasoning Unlocks Quantifier Semantics for Foundation Models EMNLP 2023

Reading Books is Great, But Not if You Are Driving! Visually Grounded Reasoning about Defeasible Commonsense Norms EMNLP 2023

From Wrong To Right: A Recursive Approach Towards Vision-Language Explanation EMNLP 2023

ClarifyDelphi: Reinforced Clarification Questions with Defeasibility Rewards for Social and Moral Situations ACL 2023

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

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