in-context learning

Evolving Prompts In-Context: An Open-ended, Self-replicating Perspective ICML 2025 EvoPrompt: Evolving Prompts for Enhanced Zero-Shot Named Entity Recognition with Large Language Models COLING 2025 Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error Correction NAACL 2025 Explicit Bayesian Inference to Uncover the Latent Themes of Large Language Models ACL 2025 Exploring Backward Reasoning in Large Language Models NAACL 2025 Exploring Explanations Improves the Robustness of In-Context Learning ACL 2025 Exploring In-context Example Generation for Machine Translation ACL 2025 Exploring Multimodal Challenges in Toxic Chinese Detection: Taxonomy, Benchmark, and Findings ACL 2025 Exploring Semantic Filtering Heuristics For Efficient Claim Verification ACL 2025 Exploring the Performance of Large Language Models on Subjective Span Identification Tasks IJCNLP 2025 Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts EMNLP 2025 Factors affecting the in-context learning abilities of LLMs for dialogue state tracking Interspeech 2025 Factors Affecting Translation Quality in In-context Learning for Multilingual Medical Domain EMNLP 2025 Faster In-Context Learning for LLMs via N-Gram Trie Speculative Decoding EMNLP 2025 Fast Exact Unlearning for In-Context Learning Data for LLMs ICML 2025 Federated In-Context Learning: Iterative Refinement for Improved Answer Quality ICML 2025 Few-Shot Coreference Resolution with Semantic Difficulty Metrics and In-Context Learning EMNLP 2025 Few-Shot Multilingual Coreference Resolution Using Long-Context Large Language Models EMNLP 2025 Few-Shot Natural Language to First-Order Logic Translation via Code Generation NAACL 2025 Find the Intention of Instruction: Comprehensive Evaluation of Instruction Understanding for Large Language Models NAACL 2025 Fine-Tuning Encoder-Decoder Models with Contrastive Learning for In-Context Distractor Generation EMNLP 2025 Finetuning LLMs for EvaCun 2025 token prediction shared task NAACL 2025 FoodTaxo: Generating Food Taxonomies with Large Language Models ACL 2025 FrameEOL: Semantic Frame Induction using Causal Language Models EMNLP 2025 From Ambiguity to Accuracy: The Transformative Effect of Coreference Resolution on Retrieval-Augmented Generation systems ACL 2025