in-context learning

Humans Hallucinate Too: Language Models Identify and Correct Subjective Annotation Errors With Label-in-a-Haystack Prompts EMNLP 2025 HW-TSC at Multilingual Counterspeech Generation COLING 2025 ICL-Bandit: Relevance Labeling in Advertisement Recommendation Systems via LLM EMNLP 2025 ICL CIPHERS: Quantifying ”Learning” in In-Context Learning via Substitution Ciphers EMNLP 2025 ICLER: Intent CLassification with Enhanced Reasoning EMNLP 2025 ICLEval: Evaluating In-Context Learning Ability of Large Language Models COLING 2025 ICLR: In-Context Learning of Representations ICLR 2025 ICLShield: Exploring and Mitigating In-Context Learning Backdoor Attacks ICML 2025 ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning ICCV 2025 ImaRA: An Imaginative Frame Augmented Method for Low-Resource Multimodal Metaphor Detection and Explanation NAACL 2025 Implicit In-context Learning ICLR 2025 Improving Chain-of-Thought Reasoning via Quasi-Symbolic Abstractions ACL 2025 Improving Context Fidelity via Native Retrieval-Augmented Reasoning EMNLP 2025 Improving Dialogue State Tracking through Combinatorial Search for In-Context Examples ACL 2025 Improving In-context Learning Example Retrieval for Classroom Discussion Assessment with Re-ranking and Label Ratio Regulation ACL 2025 Improving Instruct Models for Free: A Study on Partial Adaptation EMNLP 2025 Improving Large Language Model Planning with Action Sequence Similarity ICLR 2025 Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations EMNLP 2025 Improving Preference Alignment of LLM with Inference-Free Self-Refinement EMNLP 2025 Improving Tool Retrieval by Leveraging Large Language Models for Query Generation COLING 2025 In-context Continual Learning Assisted by an External Continual Learner COLING 2025 In-Context Deep Learning via Transformer Models ICML 2025 In-Context Editing: Learning Knowledge from Self-Induced Distributions ICLR 2025 In-Context Example Selection via Similarity Search Improves Low-Resource Machine Translation NAACL 2025 In-Context Iterative Policy Improvement for Dynamic Manipulation CoRL 2025