chain-of-thought prompting

Forest for the Trees: Overarching Prompting Evokes High-Level Reasoning in Large Language Models NAACL 2025 Forgotten Polygons: Multimodal Large Language Models are Shape-Blind ACL 2025 From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval EMNLP 2025 GAMEBoT: Transparent Assessment of LLM Reasoning in Games ACL 2025 Grading Massive Open Online Courses Using Large Language Models COLING 2025 GraphArena: Evaluating and Exploring Large Language Models on Graph Computation ICLR 2025 HARDMath: A Benchmark Dataset for Challenging Problems in Applied Mathematics ICLR 2025 Homophonic Pun Generation in Code Mixed Hindi English COLING 2025 Human–LLM Benchmarks for Bangla Dialect Translation: Sylheti and Chittagonian on the BanglaCHQ-Summ Corpus AACL 2025 Imagine While Reasoning in Space: Multimodal Visualization-of-Thought ICML 2025 Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates EMNLP 2025 Incorporating Lexicon-Aligned Prompting in Large Language Model for Tangut–Chinese Translation NAACL 2025 Interleaved-Modal Chain-of-Thought CVPR 2025 It is not a piece of cake for GPT: Explaining Textual Entailment Recognition in the presence of Figurative Language COLING 2025 IW-Bench: Evaluating Large Multimodal Models for Converting Image-to-Web ACL 2025 JBBQ: Japanese Bias Benchmark for Analyzing Social Biases in Large Language Models ACL 2025 JHU’s Submission to the AmericasNLP 2025 Shared Task on the Creation of Educational Materials for Indigenous Languages NAACL 2025 Language-Image Models with 3D Understanding ICLR 2025 Large Language and Reasoning Models are Shallow Disjunctive Reasoners ACL 2025 Let’s Play Across Cultures: A Large Multilingual, Multicultural Benchmark for Assessing Language Models’ Understanding of Sports EMNLP 2025 LLM-based Business Process Models Generation from Textual Descriptions IJCNLP 2025 LLM-Driven Implicit Target Augmentation and Fine-Grained Contextual Modeling for Zero-Shot and Few-Shot Stance Detection EMNLP 2025 LLMs Are Not Intelligent Thinkers: Introducing Mathematical Topic Tree Benchmark for Comprehensive Evaluation of LLMs NAACL 2025 LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction NAACL 2025 LLMs for Detection and Classification of Persuasion Techniques in Slavic Parliamentary Debates and Social Media Texts ACL 2025