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Reasoning

2595 directly classified papers

Papers per year

Papers

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

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

Computational Narrative Understanding: A Big Picture Analysis EMNLP 2023

On the Impact of Reconstruction and Context for Argument Prediction in Natural Debate EMNLP 2023

Hallucination Detection for Grounded Instruction Generation EMNLP 2023

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

Discovering Highly Influential Shortcut Reasoning: An Automated Template-Free Approach EMNLP 2023

Towards Fine-Grained Argumentation Strategy Analysis in Persuasive Essays EMNLP 2023

GRACE: Discriminator-Guided Chain-of-Thought Reasoning EMNLP 2023

Unveiling the Power of Argument Arrangement in Online Persuasive Discussions EMNLP 2023

Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular Data EMNLP 2023

MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document EMNLP 2023

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

Gradually Excavating External Knowledge for Implicit Complex Question Answering EMNLP 2023

Can ChatGPT Perform Reasoning Using the IRAC Method in Analyzing Legal Scenarios Like a Lawyer? EMNLP 2023

Time-Aware Language Modeling for Historical Text Dating EMNLP 2023

Semantic Decomposition of Question and SQL for Text-to-SQL Parsing EMNLP 2023

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

DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text EMNLP 2023

COMET-M: Reasoning about Multiple Events in Complex Sentences EMNLP 2023

From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models EMNLP 2023

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

Graphs, Constraints, and Search for the Abstraction and Reasoning Corpus AAAI 2023

Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data EMNLP 2023

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