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In-Context Learning

38 directly classified papers

Papers per year

Papers

Skills-in-Context: Unlocking Compositionality in Large Language Models EMNLP 2024
Mixture of Demonstrations for In-Context Learning NIPS 2024
Finding Support Examples for In-Context Learning EMNLP 2023
Instruction Induction: From Few Examples to Natural Language Task Descriptions ACL 2023
Data Curation Alone Can Stabilize In-context Learning ACL 2023
Understanding In-Context Learning via Supportive Pretraining Data ACL 2023
Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking ACL 2023
Multi-Dimensional Evaluation of Text Summarization with In-Context Learning ACL 2023
Can In-context Learners Learn a Reasoning Concept from Demonstrations? ACL 2023
LLM-in-the-loop: Leveraging Large Language Model for Thematic Analysis EMNLP 2023
Dissecting Chain-of-Thought: Compositionality through In-Context Filtering and Learning NIPS 2023
The Learnability of In-Context Learning NIPS 2023
Incremental Identification of Qualitative Models of Biological Systems using Inductive Logic Programming JMLR 2008