Reasoning

Causal Tree Extraction from Medical Case Reports: A Novel Task for Experts-like Text Comprehension EMNLP 2025 CCQA: Generating Question from Solution Can Improve Inference-Time Reasoning in SLMs EMNLP 2025 CDW-CoT: Clustered Distance-Weighted Chain-of-Thoughts Reasoning AAAI 2025 CER: Confidence Enhanced Reasoning in LLMs ACL 2025 Chain of Evidences and Evidence to Generate: Prompting for Context Grounded and Retrieval Augmented Reasoning NAACL 2025 Chain of Methodologies: Scaling Test Time Computation without Training ACL 2025 Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective ACL 2025 Chain of Semantics Programming in 3D Gaussian Splatting Representation for 3D Vision Grounding CVPR 2025 Checking Consistency of CP-Theory Preferences in Polynomial Time AAAI 2025 CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenge ACL 2025 CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space EMNLP 2025 ClaimPKG: Enhancing Claim Verification via Pseudo-Subgraph Generation with Lightweight Specialized LLM ACL 2025 CLRG@FinCausal2025: Cause-Effect Extraction in Finance Domain COLING 2025 Coarse Correspondences Boost Spatial-Temporal Reasoning in Multimodal Language Model CVPR 2025 CoAT: Chain-of-Associated-Thoughts Framework for Enhancing Large Language Models Reasoning EMNLP 2025 Code Execution as Grounded Supervision for LLM Reasoning EMNLP 2025 CodeIO: Condensing Reasoning Patterns via Code Input-Output Prediction ICML 2025 CodeSteer: Symbolic-Augmented Language Models via Code/Text Guidance ICML 2025 CodeTool: Enhancing Programmatic Tool Invocation of LLMs via Process Supervision ACL 2025 CogMath: Assessing LLMs’ Authentic Mathematical Ability from a Human Cognitive Perspective ICML 2025 CogSQL: A Cognitive Framework for Enhancing Large Language Models in Text-to-SQL Translation AAAI 2025 CoinMath: Harnessing the Power of Coding Instruction for Math LLM ACL 2025 Collaborative Beam Search: Enhancing LLM Reasoning via Collective Consensus EMNLP 2025 Collaborative Rational Speech Act: Pragmatic Reasoning for Multi-Turn Dialog EMNLP 2025 Com2 : A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models ACL 2025