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Reasoning

2595 directly classified papers

Papers per year

Papers

Enhancing Causal Relationship Detection Using Prompt Engineering and Large Language Models COLING 2025

Capybara at the Financial Misinformation Detection Challenge Task: Chain-of-Thought Enhanced Financial Misinformation Detection COLING 2025

Studying the capabilities of Large Language Models in solving Combinatorics Problems posed in Hindi COLING 2025

CaLQuest.PT: Towards the Collection and Evaluation of Natural Causal Ladder Questions in Portuguese for AI Agents COLING 2025

Pragmatic Metacognitive Prompting Improves LLM Performance on Sarcasm Detection COLING 2025

Evaluating Generalization Capability of Language Models across Abductive, Deductive and Inductive Logical Reasoning COLING 2025

Leveraging Language-based Representations for Better Solving Symbol-related Problems with Large Language Models COLING 2025

Derailer-Rerailer: Adaptive Verification for Efficient and Reliable Language Model Reasoning ACL 2025

Coarse Correspondences Boost Spatial-Temporal Reasoning in Multimodal Language Model CVPR 2025

Beyond Demographics: Enhancing Cultural Value Survey Simulation with Multi-Stage Personality-Driven Cognitive Reasoning EMNLP 2025

How LLMs Comprehend Temporal Meaning in Narratives: A Case Study in Cognitive Evaluation of LLMs ACL 2025

DiaDP@XLLM25: Advancing Chinese Dialogue Parsing via Unified Pretrained Language Models and Biaffine Dependency Scoring ACL 2025

LLMSR@XLLM25: SWRV: Empowering Self-Verification of Small Language Models through Step-wise Reasoning and Verification ACL 2025

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning ACL 2025

CSIRO LT at SemEval-2025 Task 8: Answering Questions over Tabular Data using LLMs ACL 2025

bbStar at SemEval-2025 Task 10: Improving Narrative Classification and Explanation via Fine Tuned Language Models ACL 2025

Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning ACL 2025

How well do LLMs reason over tabular data, really? ACL 2025

The Power of Simplicity in LLM-Based Event Forecasting ACL 2025

Weight-of-Thought Reasoning: Exploring Neural Network Weights for Enhanced LLM Reasoning ACL 2025

HW-TSC’s Submissions to the WMT 2025 Segment-level Quality Score Prediction Task EMNLP 2025

The ClimateCheck Shared Task: Scientific Fact-Checking of Social Media Claims about Climate Change ACL 2025

111DUT at SemEval-2025 Task 8:Hierarchical Chain-of-Thought Reasoning and Multi-Model Deliberation for Robust TableQA ACL 2025

UZH at SemEval-2025 Task 3: Token-Level Self-Consistency for Hallucination Detection ACL 2025

TableWise at SemEval-2025 Task 8: LLM Agents for TabQA ACL 2025