Reasoning

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs’ Reasoning EMNLP 2025 Stepwise Reasoning Disruption Attack of LLMs ACL 2025 S*: Test Time Scaling for Code Generation EMNLP 2025 Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs ACL 2025 StoC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering NAACL 2025 Stress-Testing the Reasoning Competence of Language Models With Formal Proofs EMNLP 2025 STRICTA: Structured Reasoning in Critical Text Assessment for Peer Review and Beyond ACL 2025 StructFact: Reasoning Factual Knowledge from Structured Data with Large Language Models ACL 2025 Structural Deep Encoding for Table Question Answering ACL 2025 Structured Knowledge meets GenAI: A Framework for Logic-Driven Language Models COLING 2025 Structured Moral Reasoning in Language Models: A Value-Grounded Evaluation Framework EMNLP 2025 Structured Pruning for Diverse Best-of-N Reasoning Optimization ACL 2025 Studying the capabilities of Large Language Models in solving Combinatorics Problems posed in Hindi COLING 2025 Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing ACL 2025 Subtle Risks, Critical Failures: A Framework for Diagnosing Physical Safety of LLMs for Embodied Decision Making EMNLP 2025 SymBa: Symbolic Backward Chaining for Structured Natural Language Reasoning NAACL 2025 T1: Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling ICML 2025 Tables as Thought: Exploring Structured Thoughts in LLM Reasoning ACL 2025 TactfulToM: Do LLMs have the Theory of Mind ability to understand White Lies? EMNLP 2025 Taking Notes Brings Focus? Towards Multi-Turn Multimodal Dialogue Learning EMNLP 2025 TALON: A Multi-Agent Framework for Long-Table Exploration and Question Answering EMNLP 2025 TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning NAACL 2025 TCP: a Benchmark for Temporal Constraint-Based Planning EMNLP 2025 Tdnguyen at CQs-Gen 2025: Adapt Large Language Models with Multi-Step Reasoning for Critical Questions Generation ACL 2025 Teaching-Inspired Integrated Prompting Framework: A Novel Approach for Enhancing Reasoning in Large Language Models COLING 2025