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In-Context Learning

436 papers

Papers per year

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Papers

RL + Transformer = A General-Purpose Problem Solver ACL 2025
Learning from Disagreement: Entropy-Guided Few-Shot Selection for Toxic Language Detection ACL 2025
LLM Dependency Parsing with In-Context Rules ACL 2025
Large Language Models as an Indirect Reasoner: Contrapositive and Contradiction for Automated Reasoning COLING 2025
In-context Continual Learning Assisted by an External Continual Learner COLING 2025
Improving Tool Retrieval by Leveraging Large Language Models for Query Generation COLING 2025
OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising COLING 2025
UCTG: A Unified Controllable Text Generation Framework for Query Auto-Completion COLING 2025
Towards Boosting LLMs-driven Relevance Modeling with Progressive Retrieved Behavior-augmented Prompting COLING 2025
ABDN-NLP at CoMeDi Shared Task: Predicting the Aggregated Human Judgment via Weighted Few-Shot Prompting COLING 2025
Evaluating Large Language Models for In-Context Learning of Linguistic Patterns In Unseen Low Resource Languages COLING 2025
HW-TSC at Multilingual Counterspeech Generation COLING 2025
Emergence of symbolic abstraction heads for in-context learning in large language models COLING 2025
Self-Evolving Visual Concept Library using Vision-Language Critics CVPR 2025
Provoking Multi-modal Few-Shot LVLM via Exploration-Exploitation In-Context Learning CVPR 2025
Interleaved-Modal Chain-of-Thought CVPR 2025
Autoformalization in the Wild: Assessing LLMs on Real-World Mathematical Definitions EMNLP 2025
Interpretability Analysis of Arithmetic In-Context Learning in Large Language Models EMNLP 2025
Pragmatic Inference Chain (PIC) Improving LLMs’ Reasoning of Authentic Implicit Toxic Language EMNLP 2025
Beyond Demonstrations: Dynamic Vector Construction from Latent Representations EMNLP 2025
Noise, Adaptation, and Strategy: Assessing LLM Fidelity in Decision-Making EMNLP 2025
PRISM: Efficient Long-Range Reasoning With Short-Context LLMs EMNLP 2025
On the Role of Model Prior in Real-World Inductive Reasoning EMNLP 2025
Thought calibration: Efficient and confident test-time scaling EMNLP 2025
Tuning Less, Prompting More: In-Context Preference Learning Pipeline for Natural Language Transformation EMNLP 2025