in-context learning

Revealing the Inherent Instructability of Pre-Trained Language Models EMNLP 2025 Revisiting Chain-of-Thought Prompting: Zero-shot Can Be Stronger than Few-shot EMNLP 2025 Revisiting In-context Learning Inference Circuit in Large Language Models ICLR 2025 Revisiting In-Context Learning with Long Context Language Models ACL 2025 Reward Mixology: Crafting Hybrid Signals for Reinforcement Learning Driven In-Context Learning EMNLP 2025 RICL: Adding In-Context Adaptability to Pre-Trained Vision-Language-Action Models CoRL 2025 RISCORE: Enhancing In-Context Riddle Solving in Language Models through Context-Reconstructed Example Augmentation COLING 2025 RL + Transformer = A General-Purpose Problem Solver ACL 2025 RuAG: Learned-rule-augmented Generation for Large Language Models ICLR 2025 RUIE: Retrieval-based Unified Information Extraction using Large Language Model COLING 2025 Rule-Guided Extraction: A Hierarchical Rule Optimization Framework for Document-Level Event Argument Extraction EMNLP 2025 SAFE-SQL: Self-Augmented In-Context Learning with Fine-grained Example Selection for Text-to-SQL EMNLP 2025 SAIL: Sample-Centric In-Context Learning for Document Information Extraction AAAI 2025 Sample Efficient Alignment Learning With Episodic Control EMNLP 2025 Sample Efficient Demonstration Selection for In-Context Learning ICML 2025 Scalable and Culturally Specific Stereotype Dataset Construction via Human-LLM Collaboration EMNLP 2025 Scaling Context, Not Parameters: Training a Compact 7B Language Model for Efficient Long-Context Processing ACL 2025 Scaling Diffusion Language Models via Adaptation from Autoregressive Models ICLR 2025 Scaling Sparse Feature Circuits For Studying In-Context Learning ICML 2025 Schema and Natural Language Aware In-Context Learning for Improved GraphQL Query Generation NAACL 2025 SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization ACL 2025 Selecting Demonstrations for Many-Shot In-Context Learning via Gradient Matching ACL 2025 Selective Induction Heads: How Transformers Select Causal Structures in Context ICLR 2025 Selective Shot Learning for Code Explanation ACL 2025 Self-Evolving Visual Concept Library using Vision-Language Critics CVPR 2025