in-context learning

What Makes You CLIC: Detection of Croatian Clickbait Headlines ACL 2025 When can in-context learning generalize out of task distribution? ICML 2025 When natural language is not enough: The limits of in-context learning demonstrations in multilingual reasoning NAACL 2025 When Punctuation Matters: A Large-Scale Comparison of Prompt Robustness Methods for LLMs EMNLP 2025 Where to show Demos in Your Prompt: A Positional Bias of In-Context Learning EMNLP 2025 Whether LLMs Know If They Know: Identifying Knowledge Boundaries via Debiased Historical In-Context Learning ACL 2025 Which Attention Heads Matter for In-Context Learning? ICML 2025 “Whose Side Are You On?” Estimating Ideology of Political and News Content Using Large Language Models and Few-shot Demonstration Selection IJCNLP 2025 Why In-Context Learning Models are Good Few-Shot Learners? ICLR 2025 XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples NAACL 2025 X-Prompt: Generalizable Auto-Regressive Visual Learning with In-Context Prompting ICCV 2025 Z1: Efficient Test-time Scaling with Code EMNLP 2025 Zebra: In-Context Generative Pretraining for Solving Parametric PDEs ICML 2025 Zero-Shot Cross-Lingual Transfer using Prefix-Based Adaptation EMNLP 2025 Zero-shot forecasting of chaotic systems ICLR 2025 Zero-Shot Learning for Materials Science Texts: Leveraging Duck Typing Principles AAAI 2025 Zero-shot Model-based Reinforcement Learning using Large Language Models ICLR 2025 A Benchmark for Learning to Translate a New Language from One Grammar Book ICLR 2024 Accurate and Data-Efficient Toxicity Prediction when Annotators Disagree EMNLP 2024 ACES: Generating a Diversity of Challenging Programming Puzzles with Autotelic Generative Models NeurIPS 2024 A Comparison of Fine-Tuning and In-Context Learning for Clause-Level Morphosyntactic Alternation NAACL 2024 Ada-Instruct: Adapting Instruction Generators for Complex Reasoning EMNLP 2024 AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text Summarization EMNLP 2024 Adapting LLM Predictions in In-Context Learning with Data Priors EMNLP 2024 Adapting LLM to Multi-lingual ESG Impact and Length Prediction Using In-context Learning and Fine-Tuning with Rationale COLING 2024