Reasoning

Interactive and Expressive Code-Augmented Planning with Large Language Models ACL 2025 Interactive Evolution: A Neural-Symbolic Self-Training Framework For Large Language Models ACL 2025 Interleaved-Modal Chain-of-Thought CVPR 2025 Internal Chain-of-Thought: Empirical Evidence for Layer‐wise Subtask Scheduling in LLMs EMNLP 2025 Interpreting Multi-Attribute Confounding through Numerical Attributes in Large Language Models IJCNLP 2025 Introducing Verification Task of Set Consistency with Set-Consistency Energy Networks ACL 2025 Investigating and Addressing Hallucinations of LLMs in Tasks Involving Negation NAACL 2025 Investigating Motivated Inference in Large Language Models EMNLP 2025 Investigating the (De)Composition Capabilities of Large Language Models in Natural-to-Formal Language Conversion NAACL 2025 Investigating the interaction of linguistic and mathematical reasoning in language models using multilingual number puzzles EMNLP 2025 Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning NAACL 2025 IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data EMNLP 2025 Is Cognition Consistent with Perception? Assessing and Mitigating Multimodal Knowledge Conflicts in Document Understanding EMNLP 2025 Is Sarcasm Detection a Step-by-Step Reasoning Process in Large Language Models? AAAI 2025 Is That Your Final Answer? Test-Time Scaling Improves Selective Question Answering ACL 2025 iVISPAR — An Interactive Visual-Spatial Reasoning Benchmark for VLMs EMNLP 2025 Jigsaw-Puzzles: From Seeing to Understanding to Reasoning in Vision-Language Models EMNLP 2025 KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model’s Reasoning Path Aggregation ACL 2025 Knowledge Editing for Multi-Hop Question Answering Using Semantic Analysis IJCAI 2025 Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering AAAI 2025 KULFi Framework: Knowledge Utilization for Optimizing Large Language Models for Financial Causal Reasoning COLING 2025 LA²I²F at SemEval-2025 Task 5: Reasoning in Embedding Space – Fusing Analogical and Ontology-based Reasoning for Document Subject Tagging SemEval 2025 Language-Informed Synthesis of Rational Agent Models for Grounded Theory-of-Mind Reasoning On-the-fly EMNLP 2025 Language Models are Crossword Solvers NAACL 2025 Language models can learn implicit multi-hop reasoning, but only if they have lots of training data EMNLP 2025