chain of thought

Is Sarcasm Detection a Step-by-Step Reasoning Process in Large Language Models? AAAI 2025 It Helps to Take a Second Opinion: Teaching Smaller LLMs To Deliberate Mutually via Selective Rationale Optimisation ICLR 2025 JHU’s Submission to the AmericasNLP 2025 Shared Task on the Creation of Educational Materials for Indigenous Languages NAACL 2025 Knowledge Editing through Chain-of-Thought EMNLP 2025 Learning Like Humans: Advancing LLM Reasoning Capabilities via Adaptive Difficulty Curriculum Learning and Expert-Guided Self-Reformulation EMNLP 2025 Learning Together to Perform Better: Teaching Small-Scale LLMs to Collaborate via Preferential Rationale Tuning ACL 2025 Learn to Think: Bootstrapping LLM Logic Through Graph Representation Learning IJCAI 2025 Let’s Be Self-generated via Step by Step: A Curriculum Learning Approach to Automated Reasoning with Large Language Models ACL 2025 LLaVA-CoT: Let Vision Language Models Reason Step-by-Step ICCV 2025 LLMSR@XLLM25: Integrating Reasoning Prompt Strategies with Structural Prompt Formats for Enhanced Logical Inference ACL 2025 LLMSR@XLLM25: Less is More: Enhancing Structured Multi-Agent Reasoning via Quality-Guided Distillation ACL 2025 LR²Bench: Evaluating Long-chain Reflective Reasoning Capabilities of Large Language Models via Constraint Satisfaction Problems ACL 2025 LyS at SemEval 2025 Task 8: Zero-Shot Code Generation for Tabular QA SemEval 2025 MAKAR: a Multi-Agent framework based Knowledge-Augmented Reasoning for Grounded Multimodal Named Entity Recognition EMNLP 2025 Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning EMNLP 2025 MAVL: A Multilingual Audio-Video Lyrics Dataset for Animated Song Translation EMNLP 2025 Measuring Chain of Thought Faithfulness by Unlearning Reasoning Steps EMNLP 2025 MiCEval: Unveiling Multimodal Chain of Thought’s Quality via Image Description and Reasoning Steps NAACL 2025 Mitigating Demonstration Bias through Global Coevolutionary Reasoning ACL 2025 Mixing Inference-time Experts for Enhancing LLM Reasoning EMNLP 2025 MP: Endowing Large Language Models with Lateral Thinking AAAI 2025 MR. Judge: Multimodal Reasoner as a Judge EMNLP 2025 NSU_PiedPiper at BLP-2025 Task 2: A Chain-of-Thought with Iterative Debugging Approach for Code Generation with Bangla Instruction AACL 2025 PCoT: Persuasion-Augmented Chain of Thought for Detecting Fake News and Social Media Disinformation ACL 2025 Physics of Language Models: Part 3.2, Knowledge Manipulation ICLR 2025