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In-Context Learning

357 papers

Papers per year

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Papers

Chain-of-Quizzes: Pedagogy-inspired Example Selection in In-Context-Learning ACL 2024
Efficiently Exploring Large Language Models for Document-Level Machine Translation with In-context Learning ACL 2024
Concept-aware Data Construction Improves In-context Learning of Language Models ACL 2024
Demonstrations Are All You Need: Advancing Offensive Content Paraphrasing using In-Context Learning ACL 2024
Ontology-guided Knowledge Graph Construction from Maintenance Short Texts ACL 2024
Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs ACL 2024
AutoRef: Generating Refinements of Reviews Given Guidelines ACL 2024
Improving Recall of Large Language Models: A Model Collaboration Approach for Relational Triple Extraction COLING 2024
CoDi-2: In-Context Interleaved and Interactive Any-to-Any Generation CVPR 2024
Multi-modal In-Context Learning Makes an Ego-evolving Scene Text Recognizer CVPR 2024
MVBench: A Comprehensive Multi-modal Video Understanding Benchmark CVPR 2024
Generative Multimodal Models are In-Context Learners CVPR 2024
InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning CVPR 2024
In-Context Matting CVPR 2024
MoReVQA: Exploring Modular Reasoning Models for Video Question Answering CVPR 2024
Towards More Unified In-context Visual Understanding CVPR 2024
Link-Context Learning for Multimodal LLMs CVPR 2024
Visual In-Context Prompting CVPR 2024
Skeleton-in-Context: Unified Skeleton Sequence Modeling with In-Context Learning CVPR 2024
How to Configure Good In-Context Sequence for Visual Question Answering CVPR 2024
Can Large Language Models Understand Context? EACL 2024
Evaluating In-Context Learning for Computational Literary Studies: A Case Study Based on the Automatic Recognition of Knowledge Transfer in German Drama EACL 2024
Take Off the Training Wheels! Progressive In-Context Learning for Effective Alignment 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
Unsupervised Human Preference Learning EMNLP 2024