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In-Context Learning

336 directly classified papers

Papers per year

Papers

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
LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting ACL 2024
RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text Generation Framework EMNLP 2024
On the In-context Generation of Language Models EMNLP 2024
An Empirical Study of In-context Learning in LLMs for Machine Translation ACL 2024
The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis ACL 2024
Link-Context Learning for Multimodal LLMs CVPR 2024
Identifying Semantic Induction Heads to Understand In-Context Learning ACL 2024
Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models ACL 2024
Visual In-Context Prompting CVPR 2024
Se2: Sequential Example Selection for In-Context Learning ACL 2024
Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis ACL 2024
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network ACL 2024
Improving In-Context Learning with Prediction Feedback for Sentiment Analysis ACL 2024
Towards More Unified In-context Visual Understanding CVPR 2024
Skeleton-in-Context: Unified Skeleton Sequence Modeling with In-Context Learning CVPR 2024
Effective In-Context Example Selection through Data Compression ACL 2024
How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering ACL 2024
PACIT: Unlocking the Power of Examples for Better In-Context Instruction Tuning ACL 2024