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In-Context Learning

336 directly classified papers

Papers per year

Papers

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
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
How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning? EMNLP 2024
EXPLORA: Efficient Exemplar Subset Selection for Complex Reasoning EMNLP 2024
RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text Generation Framework EMNLP 2024
Synergizing In-context Learning with Hints for End-to-end Task-oriented Dialog Systems EMNLP 2024
Focused Large Language Models are Stable Many-Shot Learners EMNLP 2024
Learning to Retrieve Iteratively for In-Context Learning EMNLP 2024
Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts EMNLP 2024
Bridging Modalities: Enhancing Cross-Modality Hate Speech Detection with Few-Shot In-Context Learning EMNLP 2024
Language-to-Code Translation with a Single Labeled Example EMNLP 2024
Retrieved In-Context Principles from Previous Mistakes EMNLP 2024
SCOI: Syntax-augmented Coverage-based In-context Example Selection for Machine Translation EMNLP 2024
On the In-context Generation of Language Models EMNLP 2024
When Parts Are Greater Than Sums: Individual LLM Components Can Outperform Full Models EMNLP 2024
Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations EMNLP 2024
Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs EMNLP 2024
Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning EMNLP 2024
Empowering Multi-step Reasoning across Languages via Program-Aided Language Models EMNLP 2024