in-context learning

LLMs for Bayesian Optimization in Scientific Domains: Are We There Yet? EMNLP 2025 LLMs in alliance with Edit-based models: advancing In-Context Learning for Grammatical Error Correction by Specific Example Selection ACL 2025 LLMs + Persona-Plug = Personalized LLMs ACL 2025 LLM The Genius Paradox: A Linguistic and Math Expert’s Struggle with Simple Word-based Counting Problems NAACL 2025 LMAct: A Benchmark for In-Context Imitation Learning with Long Multimodal Demonstrations ICML 2025 LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning EMNLP 2025 Logit Separability-Driven Samples and Multiple Class-Related Words Selection for Advancing In-Context Learning NAACL 2025 Long-Context Speech Synthesis with Context-Aware Memory Interspeech 2025 Look & Mark: Leveraging Radiologist Eye Fixations and Bounding boxes in Multimodal Large Language Models for Chest X-ray Report Generation ACL 2025 Lost in Variation? Evaluating NLI Performance in Basque and Spanish Geographical Variants CoNLL 2025 LSC-Eval: A General Framework to Evaluate Methods for Assessing Dimensions of Lexical Semantic Change Using LLM-Generated Synthetic Data ACL 2025 MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQL AAAI 2025 Make VLM Recognize Visual Hallucination on Cartoon Character Image with Pose Information WACV 2025 Making Text Embedders Few-Shot Learners ICLR 2025 MAPLE: Many-Shot Adaptive Pseudo-Labeling for In-Context Learning ICML 2025 Massively Multilingual Instruction-Following Information Extraction ACL 2025 Mastering Board Games by External and Internal Planning with Language Models ICML 2025 MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation COLING 2025 Measuring In-Context Computation Complexity via Hidden State Prediction ICML 2025 Mechanistic Fine-tuning for In-context Learning EMNLP 2025 MedFact: A Large-scale Chinese Dataset for Evidence-based Medical Fact-checking of LLM Responses EMNLP 2025 Memorization or Reasoning? Exploring the Idiom Understanding of LLMs EMNLP 2025 Memory Mosaics ICLR 2025 MetaAlign: Align Large Language Models with Diverse Preferences during Inference Time NAACL 2025 Metadata Generation for Research Data from URL Citation Contexts in Scholarly Papers: Task Definition and Dataset Construction AACL 2025