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Reasoning

2595 directly classified papers

Papers per year

Papers

Unleashing Multi-Hop Reasoning Potential in Large Language Models through Repetition of Misordered Context NAACL 2025
“The Facts Speak for Themselves”: GPT and Fallacy Classification ACL 2025
Testing Humor Theory Using Word and Sentence Embeddings COLING 2025
Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design ACL 2025
Exploring Backward Reasoning in Large Language Models NAACL 2025
Multi-Agent LLM Debate Unveils the Premise Left Unsaid ACL 2025
Evaluating Generalization Capability of Language Models across Abductive, Deductive and Inductive Logical Reasoning COLING 2025
Reproducing the Argument Quality Prediction of Project Debater ACL 2025
LOFT: Scalable and More Realistic Long-Context Evaluation NAACL 2025
Multi-Class versus Means-End: Assessing Classification Approaches for Argument Patterns ACL 2025
Hyperdimensional Representation for Adaptive Information Association and Memorization WACV 2025
Tdnguyen at CQs-Gen 2025: Adapt Large Language Models with Multi-Step Reasoning for Critical Questions Generation ACL 2025
Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning NAACL 2025
DayDreamer at CQs-Gen 2025: Generating Critical Questions through Argument Scheme Completion ACL 2025
Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models CVPR 2025
MolRAG: Unlocking the Power of Large Language Models for Molecular Property Prediction ACL 2025
Analyzing Interview Questions via Bloom’s Taxonomy to Enhance the Design Thinking Process ACL 2025
Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence EMNLP 2025
LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients EMNLP 2025
Z1: Efficient Test-time Scaling with Code EMNLP 2025
WinoWhat: A Parallel Corpus of Paraphrased WinoGrande Sentences with Common Sense Categorization ACL 2025
SANCTUARY: An Efficient Evidence-based Automated Fact Checking System ACL 2025
SpatialLLM: A Compound 3D-Informed Design towards Spatially-Intelligent Large Multimodal Models CVPR 2025
Graph-of-Thoughts for Fact-Checking with Large Language Models ACL 2025
Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph AAAI 2025