in-context learning

Efficient and Accurate Prompt Optimization: the Benefit of Memory in Exemplar-Guided Reflection ACL 2025 Efficient Cross-Episode Meta-RL ICLR 2025 Efficient Integration of External Knowledge to LLM-based World Models via Retrieval-Augmented Generation and Reinforcement Learning EMNLP 2025 Efficient Many-Shot In-Context Learning with Dynamic Block-Sparse Attention ACL 2025 ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models ACL 2025 ELICIT: LLM Augmentation Via External In-context Capability ICLR 2025 EmbiText: Embracing Ambiguity by Annotation, Recognition and Generation of Pronominal Reference with Event-Entity Ambiguity EMNLP 2025 Emergence and Effectiveness of Task Vectors in In-Context Learning: An Encoder Decoder Perspective ICML 2025 Emergence of Episodic Memory in Transformers: Characterizing Changes in Temporal Structure of Attention Scores During Training NAACL 2025 Emergence of symbolic abstraction heads for in-context learning in large language models COLING 2025 Emergent Abilities of Large Language Models under Continued Pre-training for Language Adaptation ACL 2025 EmoGist: Efficient In-Context Learning for Visual Emotion Understanding EMNLP 2025 Emoji Attack: Enhancing Jailbreak Attacks Against Judge LLM Detection ICML 2025 Encode Errors: Representational Retrieval of In-Context Demonstrations for Multilingual Grammatical Error Correction ACL 2025 Endless Jailbreaks with Bijection Learning ICLR 2025 Enhanced Zero-Shot Machine Translation via Fixed Prefix Pair Bootstrapping NAACL 2025 Enhancing Input-Label Mapping in In-Context Learning with Contrastive Decoding ACL 2025 Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training EMNLP 2025 Enhancing Retrieval-Augmented Generation: A Study of Best Practices COLING 2025 Enhancing Speech Instruction Understanding and Disambiguation in Robotics via Speech Prosody Interspeech 2025 Enough Coin Flips Can Make LLMs Act Bayesian ACL 2025 Evaluating and Aligning Human Economic Risk Preferences in LLMs EMNLP 2025 Evaluating Large Language Models for Detecting Antisemitism EMNLP 2025 Evaluating Large Language Models for In-Context Learning of Linguistic Patterns In Unseen Low Resource Languages COLING 2025 Everything Everywhere All at Once: LLMs can In-Context Learn Multiple Tasks in Superposition ICML 2025