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In-Context Learning

336 directly classified papers

Papers per year

Papers

Fine-Tuning vs Prompting Techniques for Gender-Fair Rewriting of Machine Translations ACL 2025
Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory ACL 2025
Stable Diffusion Models are Secretly Good at Visual In-Context Learning ICCV 2025
MVBench: A Comprehensive Multi-modal Video Understanding Benchmark CVPR 2024
Generative Multimodal Models are In-Context Learners CVPR 2024
Revisiting Demonstration Selection Strategies in In-Context Learning ACL 2024
Multi-modal In-Context Learning Makes an Ego-evolving Scene Text Recognizer CVPR 2024
InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning CVPR 2024
Customizing Language Model Responses with Contrastive In-Context Learning AAAI 2024
Can Large Language Models Understand Context? EACL 2024
CoDi-2: In-Context Interleaved and Interactive Any-to-Any Generation CVPR 2024
In-Context Matting CVPR 2024
Improving Automatic VQA Evaluation Using Large Language Models AAAI 2024
AutoRef: Generating Refinements of Reviews Given Guidelines ACL 2024
Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs ACL 2024
Ontology-guided Knowledge Graph Construction from Maintenance Short Texts ACL 2024
Demonstrations Are All You Need: Advancing Offensive Content Paraphrasing using In-Context Learning ACL 2024
Concept-aware Data Construction Improves In-context Learning of Language Models ACL 2024
Efficiently Exploring Large Language Models for Document-Level Machine Translation with In-context Learning ACL 2024
Chain-of-Quizzes: Pedagogy-inspired Example Selection in In-Context-Learning ACL 2024
FastGAS: Fast Graph-based Annotation Selection for In-Context Learning ACL 2024
Teaching Large Language Models an Unseen Language on the Fly ACL 2024
Latent Learningscape Guided In-context Learning ACL 2024
Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning NIPS 2024
Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial Domains ACL 2024