Reasoning

Dyve: Thinking Fast and Slow for Dynamic Process Verification EMNLP 2025 E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning EMNLP 2025 Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection AAAI 2025 Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection (Extended Abstract) IJCAI 2025 Ehrenfeucht-Haussler Rank and Chain of Thought ICML 2025 Eliciting Causal Abilities in Large Language Models for Reasoning Tasks AAAI 2025 Emergent Symbolic Mechanisms Support Abstract Reasoning in Large Language Models ICML 2025 Emergent Wisdom at BEA 2025 Shared Task: From Lexical Understanding to Reflective Reasoning for Pedagogical Ability Assessment ACL 2025 Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning ACL 2025 Empowering LLMs with Logical Reasoning: A Comprehensive Survey IJCAI 2025 Empowering Math Problem Generation and Reasoning for Large Language Model via Synthetic Data based Continual Learning Framework EMNLP 2025 Empowering Self-Learning of LLMs: Inner Knowledge Explicitation as a Catalyst AAAI 2025 End-to-End Entity-Predicate Association Reasoning for Dynamic Scene Graph Generation ICCV 2025 Enhancing Causal Relationship Detection Using Prompt Engineering and Large Language Models COLING 2025 Enhancing Chain of Thought Prompting in Large Language Models via Reasoning Patterns AAAI 2025 Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning ACL 2025 Enhancing Complex Reasoning in Knowledge Graph Question Answering through Query Graph Approximation ACL 2025 Enhancing Decision-Making of Large Language Models via Actor-Critic ICML 2025 Enhancing Logical Reasoning in Language Models via Symbolically-Guided Monte Carlo Process Supervision EMNLP 2025 Enhancing Mathematical Reasoning in LLMs by Stepwise Correction ACL 2025 Enhancing Multi-View Classification Reliability with Adaptive Rejection AAAI 2025 Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub ACL 2025 Enhancing Reasoning Abilities of Small LLMs with Cognitive Alignment EMNLP 2025 Enhancing the Logical Reasoning Abilities of Large Language Models IJCAI 2025 Enhancing Transformers for Generalizable First-Order Logical Entailment ACL 2025