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conftrace_

in-context learning

1,641 papers

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Also known as

ICL

Co-occurring keywords · papers mentioning both

large language model (789) few-shot learning (311) prompt engineering (151) zero-shot learning (117) language model (97) retrieval-augmented generation (82) multimodal learning (60) text classification (57) machine translation (53) vision-language model (46)

Papers

Noise, Adaptation, and Strategy: Assessing LLM Fidelity in Decision-Making EMNLP 2025 No Need for Explanations: LLMs can implicitly learn from mistakes in-context EMNLP 2025 Nonlinear transformers can perform inference-time feature learning ICML 2025 Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient LLM-Based Knowledge Tracing EMNLP 2025 Not Your Typical Government Tipline: LLM-Assisted Routing of Environmental Protection Agency Citizen Tips EMNLP 2025 OldJoe at AVeriTeC: In-context learning for fact-checking ACL 2025 OmniArch: Building Foundation Model for Scientific Computing ICML 2025 OmniFlatten: An End-to-end GPT Model for Seamless Voice Conversation ACL 2025 One Unified Model for Diverse Tasks: Emotion Cause Analysis via Self-Promote Cognitive Structure Modeling NAACL 2025 On Subjective Uncertainty Quantification and Calibration in Natural Language Generation AISTATS 2025 On the effective transfer of knowledge from English to Hindi Wikipedia COLING 2025 On the Learn-to-Optimize Capabilities of Transformers in In-Context Sparse Recovery ICLR 2025 On the Out-Of-Distribution Generalization of Large Multimodal Models CVPR 2025 On the Power of Context-Enhanced Learning in LLMs ICML 2025 On the Role of Model Prior in Real-World Inductive Reasoning EMNLP 2025 On the Training Convergence of Transformers for In-Context Classification of Gaussian Mixtures ICML 2025 On the Versatility of Sparse Autoencoders for In-Context Learning EMNLP 2025 On Understanding Attention-Based In-Context Learning for Categorical Data ICML 2025 Opt-ICL at LeWiDi-2025: Maximizing In-Context Signal from Rater Examples via Meta-Learning EMNLP 2025 OptiSeq: Ordering Examples On-The-Fly for In-Context Learning EMNLP 2025 PALI-NLP at SemEval 2025 Task 1: Multimodal Idiom Recognition and Alignment SemEval 2025 ParaICL: Towards Parallel In-Context Learning NAACL 2025 PEARL: Towards Permutation-Resilient LLMs ICLR 2025 PersonalLLM: Tailoring LLMs to Individual Preferences ICLR 2025 Perspective Transition of Large Language Models for Solving Subjective Tasks ACL 2025