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Reasoning

2595 directly classified papers

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Papers

Reasoning with Language Model Prompting: A Survey ACL 2023

DimonGen: Diversified Generative Commonsense Reasoning for Explaining Concept Relationships ACL 2023

Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs ACL 2023

Multi-modal Action Chain Abductive Reasoning ACL 2023

Learning Action Conditions from Instructional Manuals for Instruction Understanding ACL 2023

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

The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models EMNLP 2023

Uncertainty Guided Global Memory Improves Multi-Hop Question Answering EMNLP 2023

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

Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models EMNLP 2023

Towards Reasoning in Large Language Models: A Survey ACL 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

LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers EMNLP 2023

Comparing the Evaluation and Production of Loophole Behavior in Humans and Large Language Models EMNLP 2023

HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution EMNLP 2023

Getting MoRE out of Mixture of Language Model Reasoning Experts EMNLP 2023

QTSumm: Query-Focused Summarization over Tabular Data EMNLP 2023

SEAG: Structure-Aware Event Causality Generation ACL 2023

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

Exploring the Effectiveness of Prompt Engineering for Legal Reasoning Tasks ACL 2023

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

LaTeX2Solver: a Hierarchical Semantic Parsing of LaTeX Document into Code for an Assistive Optimization Modeling Application ACL 2023

Unsupervised Task Graph Generation from Instructional Video Transcripts ACL 2023

OpenRT: An Open-source Framework for Reasoning Over Tabular Data ACL 2023