in-context learning

How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function Classes NAACL 2024 How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning? EMNLP 2024 How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning EMNLP 2024 How Do Nonlinear Transformers Learn and Generalize in In-Context Learning? ICML 2024 How Do Transformers Learn In-Context Beyond Simple Functions? A Case Study on Learning with Representations ICLR 2024 How do Transformers Perform In-Context Autoregressive Learning ? ICML 2024 How Far Can In-Context Alignment Go? Exploring the State of In-Context Alignment EMNLP 2024 How Far Can We Extract Diverse Perspectives from Large Language Models? EMNLP 2024 How Many Pretraining Tasks Are Needed for In-Context Learning of Linear Regression? ICLR 2024 How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering ACL 2024 How to Configure Good In-Context Sequence for Visual Question Answering CVPR 2024 How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field Study ACL 2024 How Transformers Utilize Multi-Head Attention in In-Context Learning? A Case Study on Sparse Linear Regression NeurIPS 2024 IAD: In-Context Learning Ability Decoupler of Large Language Models in Meta-Training COLING 2024 ICLEF: In-Context Learning with Expert Feedback for Explainable Style Transfer ACL 2024 ICL-SAM: Synergizing In-context Learning Model and SAM in Medical Image Segmentation MIDL 2024 ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification NAACL 2024 IDEAL: Influence-Driven Selective Annotations Empower In-Context Learners in Large Language Models ICLR 2024 Identifying Semantic Induction Heads to Understand In-Context Learning ACL 2024 IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation NeurIPS 2024 iHealth-Chile-1 at RRG24: In-context Learning and Finetuning of a Large Multimodal Model for Radiology Report Generation ACL 2024 I Learn Better If You Speak My Language: Understanding the Superior Performance of Fine-Tuning Large Language Models with LLM-Generated Responses EMNLP 2024 Improving Automatic VQA Evaluation Using Large Language Models AAAI 2024 Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL EMNLP 2024 Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning EMNLP 2024