Reasoning

DEBATE, TRAIN, EVOLVE: Self‐Evolution of Language Model Reasoning EMNLP 2025 Debating for Better Reasoning in Vision-Language Models EMNLP 2025 DecisionFlow: Advancing Large Language Model as Principled Decision Maker EMNLP 2025 Decoupling Metacognition from Cognition: A Framework for Quantifying Metacognitive Ability in LLMs AAAI 2025 DeepReview: Improving LLM-based Paper Review with Human-like Deep Thinking Process ACL 2025 DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking ACL 2025 DeFine: Decision-Making with Analogical Reasoning over Factor Profiles ACL 2025 Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model ACL 2025 Deliberation in Latent Space via Differentiable Cache Augmentation ICML 2025 DEL-ToM: Inference-Time Scaling for Theory-of-Mind Reasoning via Dynamic Epistemic Logic EMNLP 2025 Derailer-Rerailer: Adaptive Verification for Efficient and Reliable Language Model Reasoning ACL 2025 DiaDP@XLLM25: Advancing Chinese Dialogue Parsing via Unified Pretrained Language Models and Biaffine Dependency Scoring ACL 2025 DICE: Structured Reasoning in LLMs through SLM-Guided Chain-of-Thought Correction EMNLP 2025 DiCoRe: Enhancing Zero-shot Event Detection via Divergent-Convergent LLM Reasoning EMNLP 2025 Dimension Reduction for Symbolic Regression AAAI 2025 DiMo-GUI: Advancing Test-time Scaling in GUI Grounding via Modality-Aware Visual Reasoning EMNLP 2025 DiPT: Enhancing LLM Reasoning through Diversified Perspective-Taking NAACL 2025 Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey EMNLP 2025 Discovering Symbolic Cognitive Models from Human and Animal Behavior ICML 2025 Discrete Neural Algorithmic Reasoning ICML 2025 Disentangling and Integrating Relational and Sensory Information in Transformer Architectures ICML 2025 Disentangling Language Understanding and Reasoning Structures in Cross-lingual Chain-of-Thought Prompting EMNLP 2025 Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study EMNLP 2025 Divide and Conquer: Exploring Language-centric Tree Reasoning for Video Question-Answering ICML 2025 Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation ACL 2025