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in-context learning

1369 papers

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Also known as

ICL IC ICCG ICRL

Co-occurring keywords

large language model (12755) few-shot learning (3390) prompt engineering (1128) zero-shot learning (3637) language model (4573) retrieval-augmented generation (1459) text classification (6776) machine translation (2472) multimodal learning (4622) question answering (2904)

Papers

Active Learning Principles for In-Context Learning with Large Language Models EMNLP 2023
Improving Neural Machine Translation by Multi-Knowledge Integration with Prompting EMNLP 2023
PFNs4BO: In-Context Learning for Bayesian Optimization ICML 2023
Human-Timescale Adaptation in an Open-Ended Task Space ICML 2023
Information Extraction from Legal Wills: How Well Does GPT-4 Do? EMNLP 2023
2INER: Instructive and In-Context Learning on Few-Shot Named Entity Recognition EMNLP 2023
Reasoning with Language Model Prompting: A Survey ACL 2023
In-Context Analogical Reasoning with Pre-Trained Language Models ACL 2023
Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning EMNLP 2023
Explanation Selection Using Unlabeled Data for Chain-of-Thought Prompting EMNLP 2023
Symbol tuning improves in-context learning in language models EMNLP 2023
Larger Probes Tell a Different Story: Extending Psycholinguistic Datasets Via In-Context Learning EMNLP 2023
MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations EMNLP 2023
Instructed Language Models with Retrievers Are Powerful Entity Linkers EMNLP 2023
Task-Level Thinking Steps Help Large Language Models for Challenging Classification Task EMNLP 2023
The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models EMNLP 2023
Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question Generation EMNLP 2023
POE: Process of Elimination for Multiple Choice Reasoning EMNLP 2023
Can We Edit Factual Knowledge by In-Context Learning? EMNLP 2023
DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning EMNLP 2023
QUDeval: The Evaluation of Questions Under Discussion Discourse Parsing EMNLP 2023
Exploring Chain of Thought Style Prompting for Text-to-SQL EMNLP 2023
Semi-automatic Data Enhancement for Document-Level Relation Extraction with Distant Supervision from Large Language Models EMNLP 2023
Towards Interpretable Mental Health Analysis with Large Language Models EMNLP 2023
Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning EMNLP 2023