In-Context Learning

MOZ-Smishing: A Benchmark Dataset for Detecting Mobile Money Frauds ACL 2025 Multilabel Classification of Persuasion Techniques with self-improving LLM agent: SlavicNLP 2025 Shared Task ACL 2025 Multi-perspective Analysis of Large Language Model Domain Specialization: An Experiment in Accounting Audit Procedures Generation EMNLP 2025 MultiVerse: A Multi-Turn Conversation Benchmark for Evaluating Large Vision and Language Models ICCV 2025 MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance ICCV 2025 Noise, Adaptation, and Strategy: Assessing LLM Fidelity in Decision-Making EMNLP 2025 No Need for Explanations: LLMs can implicitly learn from mistakes in-context EMNLP 2025 No Universal Prompt: Unifying Reasoning through Adaptive Prompting for Temporal Table Reasoning. IJCNLP 2025 OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising COLING 2025 OldJoe at AVeriTeC: In-context learning for fact-checking ACL 2025 OLMES: A Standard for Language Model Evaluations NAACL 2025 On Many-Shot In-Context Learning for Long-Context Evaluation ACL 2025 On the Feasibility of In-Context Probing for Data Attribution NAACL 2025 On the Role of Model Prior in Real-World Inductive Reasoning EMNLP 2025 ORPP: Self-Optimizing Role-playing Prompts to Enhance Language Model Capabilities EMNLP 2025 Pragmatic Inference Chain (PIC) Improving LLMs’ Reasoning of Authentic Implicit Toxic Language EMNLP 2025 Predicting Depression in Screening Interviews from Interactive Multi-Theme Collaboration ACL 2025 PRISM: Efficient Long-Range Reasoning With Short-Context LLMs EMNLP 2025 Prompt, Translate, Fine-Tune, Re-Initialize, or Instruction-Tune? Adapting LLMs for In-Context Learning in Low-Resource Languages ACL 2025 Provoking Multi-modal Few-Shot LVLM via Exploration-Exploitation In-Context Learning CVPR 2025 Public Data Assisted Differentially Private In-Context Learning EMNLP 2025 RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning Based on Emotional Information ACL 2025 RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning EMNLP 2025 RAISE: Reinforced Adaptive Instruction Selection For Large Language Models EMNLP 2025 Rapid Word Learning Through Meta In-Context Learning EMNLP 2025