chain of thought

AbstractReasoner at SemEval-2026 Task 11: Reducing Content Effects via Knowledge Distillation and Structured Reasoning Prompts SemEval 2026 AI for Climate Finance: Agentic Retrieval and Multi-Step Reasoning for Early Warning System Investments EACL 2026 A Reasoning Paradigm for Named Entity Recognition AAAI 2026 A Unified View on Emotion Representation in Large Language Models EACL 2026 Consensus-Driven Multi-Agent Cognitive Reasoning for Enhancing the Emotional Intelligence of Large Language Models AAAI 2026 Deep Hidden Cognition Facilitates Reliable Chain-of-Thought Reasoning AAAI 2026 Deliberative Searcher: Improving LLM Reliability via Reinforcement Learning with Constraints ACL 2026 DEPO: Dual-Efficiency Preference Optimization for LLM Agents AAAI 2026 DPRM: A Dual Implicit Process Reward Model in Multi-Hop Question Answering AAAI 2026 DRIVINGVQA: A Dataset for Interleaved Visual Chain-of-Thought in Real-World Driving Scenarios EACL 2026 Evolutionary Multimodal Reasoning via Hierarchical Semantic Representation for Intent Recognition CVPR 2026 GeoCoT: Towards Reliable Remote Sensing Reasoning with Manifold Perspective CVPR 2026 How Does Chain of Thought Think? Mechanistic Interpretability of Chain-of-Thought Reasoning with Sparse Autoencoding AAAI 2026 ImF: Embedding an Implicit Fingerprint in Your Large Language Models ACL 2026 Is Chain-of-Thought Really Not Explainability? Chain-of-Thought Can Be Faithful without Hint Verbalization ACL 2026 Journey Before Destination: On the importance of Visual Faithfulness in Slow Thinking EACL 2026 LensWalk: Agentic Video Understanding by Planning How You See in Videos CVPR 2026 MACoT: Synthesizing Chains of Thought for Small Models via Multi-Agent Collaboration AAAI 2026 MARD: Module-Aware Reasoning Distillation for Language Models with Adaptive Supervision ACL 2026 Minimal Free Resolution Guided Adaptive Tree Reasoning ACL 2026 Nano-EmoX: Unifying Multimodal Emotional Intelligence from Perception to Empathy CVPR 2026 OVOD-Agent: A Markov-Bandit Framework for Proactive Visual Reasoning and Self-Evolving Detection CVPR 2026 Parallel Test-Time Scaling for Latent Reasoning Models ACL 2026 PICTURE: Enhancing Theory-of-Mind in Large Language Models by Revealing, Not Hiding, Characters’ Lack of Knowledge ACL 2026 Plasticity vs. Rigidity: The Impact of Low-Rank Adapters on Reasoning on a Micro-Budget EACL 2026