chain of thought

The Role of Deductive and Inductive Reasoning in Large Language Models ACL 2025 Think Clearly: Improving Reasoning via Redundant Token Pruning EMNLP 2025 ThoughtProbe: Classifier-Guided LLM Thought Space Exploration via Probing Representations EMNLP 2025 Towards Better Chain-of-Thought: A Reflection on Effectiveness and Faithfulness ACL 2025 Transformers Learn to Implement Multi-step Gradient Descent with Chain of Thought ICLR 2025 Transformers Provably Solve Parity Efficiently with Chain of Thought ICLR 2025 Tree-of-AdEditor: Heuristic Tree Reasoning for Automated Video Advertisement Editing with Large Language Model IJCAI 2025 Tree of Agents: Improving Long-Context Capabilities of Large Language Models through Multi-Perspective Reasoning EMNLP 2025 Tree-of-Quote Prompting Improves Factuality and Attribution in Multi-Hop and Medical Reasoning EMNLP 2025 TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking ICLR 2025 Unearthing Gems from Stones: Policy Optimization with Negative Sample Augmentation for LLM Reasoning EMNLP 2025 Unilaw-R1: A Large Language Model for Legal Reasoning with Reinforcement Learning and Iterative Inference EMNLP 2025 Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning AAAI 2025 Video-Skill-CoT: Skill-based Chain-of-Thoughts for Domain-Adaptive Video Reasoning EMNLP 2025 VisCRA: A Visual Chain Reasoning Attack for Jailbreaking Multimodal Large Language Models EMNLP 2025 VLR-Driver: Large Vision-Language-Reasoning Models for Embodied Autonomous Driving ICCV 2025 VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism ACL 2025 Vulnerability of LLMs to Vertically Aligned Text Manipulations ACL 2025 WalkVLM: Aid Visually Impaired People Walking by Vision Language Model ICCV 2025 Weak2Wise: An Automated, Lightweight Framework for Weak-LLM-Friendly Reasoning Synthesis EMNLP 2025 What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective ACL 2025 When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning EMNLP 2025 Why Prompt Design Matters and Works: A Complexity Analysis of Prompt Search Space in LLMs ACL 2025 WiCkeD: A Simple Method to Make Multiple Choice Benchmarks More Challenging ACL 2025 Analyzing the Role of Semantic Representations in the Era of Large Language Models NAACL 2024