← Core AI
Artificial Intelligence › Core AI ›

Reasoning

2595 directly classified papers

Papers per year

Papers

Thai Winograd Schemas: A Benchmark for Thai Commonsense Reasoning COLING 2025
ExpliCa: Evaluating Explicit Causal Reasoning in Large Language Models ACL 2025
An Analysis of the Impact of Problem Paraphrasing on LLM-Based Mathematical Problem Solving IJCNLP 2025
TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues ACL 2025
Structural Deep Encoding for Table Question Answering ACL 2025
Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design ACL 2025
The ClimateCheck Shared Task: Scientific Fact-Checking of Social Media Claims about Climate Change ACL 2025
Library-Like Behavior In Language Models is Enhanced by Self-Referencing Causal Cycles ACL 2025
Assessing the Limits of In-Context Learning beyond Functions using Partially Ordered Relation IJCNLP 2025
Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning ACL 2025
CoT-UQ: Improving Response-wise Uncertainty Quantification in LLMs with Chain-of-Thought ACL 2025
Can Stories Help LLMs Reason? Curating Information Space Through Narrative ACL 2025
Reasoning Models Reason Well, Until They Don’t IJCNLP 2025
Multi-Agent LLM Debate Unveils the Premise Left Unsaid ACL 2025
Tdnguyen at CQs-Gen 2025: Adapt Large Language Models with Multi-Step Reasoning for Critical Questions Generation ACL 2025
Multi-Class versus Means-End: Assessing Classification Approaches for Argument Patterns ACL 2025
Comparing Language Models of Different Scales for Security-Focused Tabular Query Generation and Reasoning IJCNLP 2025
Evaluating Intermediate Reasoning of Code-Assisted Large Language Models for Mathematics ACL 2025
Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic ACL 2025
A Domain-Independent Agent Architecture for Adaptive Operation in Evolving Open Worlds AAAI 2025
Critical Thinking: Which Kinds of Complexity Govern Optimal Reasoning Length? IJCNLP 2025
ArithmAttack: Evaluating Robustness of LLMs to Noisy Context in Math Problem Solving ACL 2025
Learning Together to Perform Better: Teaching Small-Scale LLMs to Collaborate via Preferential Rationale Tuning ACL 2025
How to Compare Things Properly? A Study of Argument Relevance in Comparative Question Answering ACL 2025
On LLM-Based Scientific Inductive Reasoning Beyond Equations EMNLP 2025