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Reasoning

2595 directly classified papers

Papers per year

Papers

Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries EMNLP 2024

ToMBench: Benchmarking Theory of Mind in Large Language Models ACL 2024

AutoPSV: Automated Process-Supervised Verifier NIPS 2024

BDIQA: A New Dataset for Video Question Answering to Explore Cognitive Reasoning through Theory of Mind AAAI 2024

Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering EMNLP 2024

Sequential Model-Based Diagnosis by Systematic Search (Abstract Reprint) AAAI 2024

Beyond Embeddings: The Promise of Visual Table in Visual Reasoning EMNLP 2024

FRoG: Evaluating Fuzzy Reasoning of Generalized Quantifiers in LLMs EMNLP 2024

Retrieved In-Context Principles from Previous Mistakes EMNLP 2024

Mimicking Behaviors in Separated Domains (Abstract Reprint) AAAI 2024

Learning to Correct for QA Reasoning with Black-box LLMs EMNLP 2024

Temporal Logic Explanations for Dynamic Decision Systems Using Anchors and Monte Carlo Tree Search (Abstract Reprint) AAAI 2024

Reasoning or a Semblance of it? A Diagnostic Study of Transitive Reasoning in LLMs EMNLP 2024

IIMAS at SemEval-2024 Task 9: A Comparative Approach for Brainteaser Solutions SEMEVAL 2024

MedCoT: Medical Chain of Thought via Hierarchical Expert EMNLP 2024

What Would Happen Next? Predicting Consequences from An Event Causality Graph EMNLP 2024

Query Routing for Homogeneous Tools: An Instantiation in the RAG Scenario EMNLP 2024

Towards Robust Visual Understanding: from Recognition to Reasoning AAAI 2024

Integrated Systems for Computational Scientific Discovery AAAI 2024

A PAC Learning Algorithm for LTL and Omega-Regular Objectives in MDPs AAAI 2024

Omega-Regular Decision Processes AAAI 2024

Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data AAAI 2024

COKE: A Cognitive Knowledge Graph for Machine Theory of Mind ACL 2024

Into the Unknown: Generating Geospatial Descriptions for New Environments ACL 2024

Large Language Models Can Self-Correct with Key Condition Verification EMNLP 2024