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Reasoning

2595 directly classified papers

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Papers

Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning ACL 2024

KnowComp at SemEval-2024 Task 9: Conceptualization-Augmented Prompting with Large Language Models for Lateral Reasoning SEMEVAL 2024

Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios? ACL 2024

Chain of Logic: Rule-Based Reasoning with Large Language Models ACL 2024

TRAM: Benchmarking Temporal Reasoning for Large Language Models ACL 2024

Towards A Unified View of Answer Calibration for Multi-Step Reasoning ACL 2024

Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step by Step ACL 2024

MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline ACL 2024

Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models ACL 2024

Exploring Mathematical Extrapolation of Large Language Models with Synthetic Data ACL 2024

GeminiPro at SemEval-2024 Task 9: BrainTeaser on Gemini SEMEVAL 2024

Picturing Ambiguity: A Visual Twist on the Winograd Schema Challenge ACL 2024

CriticBench: Benchmarking LLMs for Critique-Correct Reasoning ACL 2024

Teaching Small Language Models Reasoning through Counterfactual Distillation EMNLP 2024

Temporal Knowledge Question Answering via Abstract Reasoning Induction ACL 2024

Rethinking Visibility in Human Pose Estimation: Occluded Pose Reasoning via Transformers WACV 2024

Reverse Multi-Choice Dialogue Commonsense Inference with Graph-of-Thought AAAI 2024

Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation ACL 2024

Can LLMs Learn from Previous Mistakes? Investigating LLMs’ Errors to Boost for Reasoning ACL 2024

ItD: Large Language Models Can Teach Themselves Induction through Deduction ACL 2024

Towards a Theoretical Understanding of the 'Reversal Curse' via Training Dynamics NIPS 2024

Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs ACL 2024

United We Stand, Divided We Fall: UnityGraph for Unsupervised Procedure Learning From Videos WACV 2024

CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes NIPS 2024

Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models ACL 2024