In-Context Learning

Cropper: Vision-Language Model for Image Cropping through In-Context Learning CVPR 2025 CrystalICL: Enabling In-Context Learning for Crystal Generation EMNLP 2025 DayDreamer at CQs-Gen 2025: Generating Critical Questions through Argument Scheme Completion ACL 2025 Discl-VC: Disentangled Discrete Tokens and In-Context Learning for Controllable Zero-Shot Voice Conversion Interspeech 2025 Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation ACL 2025 DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations ACL 2025 DRUM: Learning Demonstration Retriever for Large MUlti-modal Models ACL 2025 D.Va: Validate Your Demonstration First Before You Use It ACL 2025 Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs NAACL 2025 E2E-BPVC: End-to-End Background-Preserving Voice Conversion via In-Context Learning Interspeech 2025 Easy as PIE? Identifying Multi-Word Expressions with LLMs EMNLP 2025 Efficient and Accurate Prompt Optimization: the Benefit of Memory in Exemplar-Guided Reflection ACL 2025 Efficient Many-Shot In-Context Learning with Dynamic Block-Sparse Attention ACL 2025 EIKEA:Enhancing In-Context Knowledge Editing by Agents ACML 2025 Enhancing Entertainment Translation for Indian Languages Using Adaptive Context, Style and LLMs AAAI 2025 Enhancing Input-Label Mapping in In-Context Learning with Contrastive Decoding ACL 2025 EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts ACL 2025 ExploraCoder: Advancing Code Generation for Multiple Unseen APIs via Planning and Chained Exploration ACL 2025 Exploring Explanations Improves the Robustness of In-Context Learning ACL 2025 Exploring In-context Example Generation for Machine Translation ACL 2025 Exploring Task-Level Optimal Prompts for Visual In-Context Learning AAAI 2025 Fine-Tuning vs Prompting Techniques for Gender-Fair Rewriting of Machine Translations ACL 2025 From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning NAACL 2025 GAMIC: Graph-Aligned Molecular In-context Learning for Molecule Analysis via LLMs EMNLP 2025 GrammaMT: Improving Machine Translation with Grammar-Informed In-Context Learning ACL 2025