in-context learning

Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning ICLR 2025 Investigating the Zone of Proximal Development of Language Models for In-Context Learning NAACL 2025 Is In-Context Learning a Type of Error-Driven Learning? Evidence from the Inverse Frequency Effect in Structural Priming NAACL 2025 Is In-Context Learning Sufficient for Instruction Following in LLMs? ICLR 2025 Iterative Vectors: In-Context Gradient Steering without Backpropagation ICML 2025 It’s All About In-Context Learning! Teaching Extremely Low-Resource Languages to LLMs EMNLP 2025 Jailbreaking? One Step Is Enough! ACL 2025 Journalism-Guided Agentic In-context Learning for News Stance Detection EMNLP 2025 Just Read the Codebook! Make Use of Quality Codebooks in Zero-Shot Classification of Multilabel Frame Datasets COLING 2025 Knowledge Editing through Chain-of-Thought EMNLP 2025 KV Shifting Attention Enhances Language Modeling ICML 2025 Label Set Optimization via Activation Distribution Kurtosis for Zero-Shot Classification with Generative Models EMNLP 2025 Labor Lex: A New Portuguese Corpus and Pipeline for Information Extraction in Brazilian Legal Texts EMNLP 2025 LAMAR at ArchEHR-QA 2025: Clinically Aligned LLM-Generated Few-Shot Learning for EHR-Grounded Patient Question Answering ACL 2025 Language Models “Grok” to Copy NAACL 2025 Language Models of Code Are Few-Shot Planners and Reasoners for Multi-Document Summarization with Attribution AAAI 2025 Large Language Models are Miscalibrated In-Context Learners ACL 2025 Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions EMNLP 2025 Large (Vision) Language Models are Unsupervised In-Context Learners ICLR 2025 LASER: An LLM-based ASR Scoring and Evaluation Rubric EMNLP 2025 LaVin-DiT: Large Vision Diffusion Transformer CVPR 2025 Learn-by-interact: A Data-Centric Framework For Self-Adaptive Agents in Realistic Environments ICLR 2025 Learning API Functionality from In-Context Demonstrations for Tool-based Agents EMNLP 2025 Learning from Disagreement: Entropy-Guided Few-Shot Selection for Toxic Language Detection ACL 2025 Learning from LLM Agents: In-Context Generative Models for Text Casing in E-Commerce Ads EMNLP 2025