prompting method

On the Credibility of Evaluating LLMs using Survey Questions EACL 2026 A Tale of Two Structures: Do LLMs Capture the Fractal Complexity of Language? ICML 2025 Enhancing Mathematical Reasoning in LLMs by Stepwise Correction ACL 2025 Financial Named Entity Recognition: How Far Can LLM Go? COLING 2025 Generating Tables from the Parametric Knowledge of Language Models NAACL 2025 Logic-of-Thought: Injecting Logic into Contexts for Full Reasoning in Large Language Models NAACL 2025 Pragmatic Inference Chain (PIC) Improving LLMs’ Reasoning of Authentic Implicit Toxic Language EMNLP 2025 Enhancing Textbook Question Answering with Knowledge Graph-Augmented Large Language Models ACML 2024 Re-Reading Improves Reasoning in Large Language Models EMNLP 2024 Tutor-ICL: Guiding Large Language Models for Improved In-Context Learning Performance EMNLP 2024 Learning to Generalize for Cross-domain QA ACL 2023 Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement EMNLP 2023