Reasoning

Browsing Lost Unformed Recollections: A Benchmark for Tip-of-the-Tongue Search and Reasoning ACL 2025 CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners EMNLP 2025 CaLQuest.PT: Towards the Collection and Evaluation of Natural Causal Ladder Questions in Portuguese for AI Agents COLING 2025 Can AI Validate Science? Benchmarking LLMs on Claim →Evidence Reasoning in AI Papers IJCNLP 2025 Can Graph Descriptive Order Affect Solving Graph Problems with LLMs? ACL 2025 Can Large Language Models Derive High-Level Cognition from Low-Level and Fragmented Foundational Information? AAAI 2025 Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning? ACL 2025 Can Large Language Models Win the International Mathematical Games? EMNLP 2025 Can Large Vision-Language Models Correct Semantic Grounding Errors By Themselves? CVPR 2025 Can LLMs Ground when they (Don’t) Know: A Study on Direct and Loaded Political Questions ACL 2025 Can LLMs Reason About Program Semantics? A Comprehensive Evaluation of LLMs on Formal Specification Inference ACL 2025 Can LLMs Recognize Their Own Analogical Hallucinations? Evaluating Uncertainty Estimation for Analogical Reasoning ACL 2025 Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark ICML 2025 Can Prompts Rewind Time for LLMs? Evaluating the Effectiveness of Prompted Knowledge Cutoffs EMNLP 2025 Can Stories Help LLMs Reason? Curating Information Space Through Narrative ACL 2025 Can Vision-Language Models Solve Visual Math Equations? EMNLP 2025 Can We Verify Step by Step for Incorrect Answer Detection? IJCAI 2025 CAPTURE: Evaluating Spatial Reasoning in Vision Language Models via Occluded Object Counting ICCV 2025 Capybara at the Financial Misinformation Detection Challenge Task: Chain-of-Thought Enhanced Financial Misinformation Detection COLING 2025 CARE: A Disagreement Detection Framework with Concept Alignment and Reasoning Enhancement EMNLP 2025 Cascaded Information Disclosure for Generalized Evaluation of Problem Solving Capabilities IJCNLP 2025 Categorical Semantics of Compositional Reinforcement Learning JMLR 2025 Causal Graph based Event Reasoning using Semantic Relation Experts ACL 2025 CausalLink: An Interactive Evaluation Framework for Causal Reasoning ACL 2025 Causal-PIK: Causality-based Physical Reasoning with a Physics-Informed Kernel ICML 2025