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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

Zero- and Few-Shot Prompting with LLMs: A Comparative Study with Fine-tuned Models for Bangla Sentiment Analysis COLING 2024
Navigating the Modern Evaluation Landscape: Considerations in Benchmarks and Frameworks for Large Language Models (LLMs) COLING 2024
ESG Classification by Implicit Rule Learning via GPT-4 COLING 2024
Adapting LLM to Multi-lingual ESG Impact and Length Prediction Using In-context Learning and Fine-Tuning with Rationale COLING 2024
Adjudicating LLMs as PropBank Adjudicators COLING 2024
Towards Understanding the Relationship between In-context Learning and Compositional Generalization COLING 2024
Using In-context Learning to Automate AI Image Generation for a Gamified Text Labelling Task COLING 2024
Ancient Chinese Punctuation via In-Context Learning COLING 2024
EmpCRL: Controllable Empathetic Response Generation via In-Context Commonsense Reasoning and Reinforcement Learning COLING 2024
Unveiling the Generalization Power of Fine-Tuned Large Language Models NAACL 2024
Exploring Self-supervised Logic-enhanced Training for Large Language Models NAACL 2024
Multi-Scale Prompt Memory-Augmented Model for Black-Box Scenarios NAACL 2024
Ungrammatical-syntax-based In-context Example Selection for Grammatical Error Correction NAACL 2024
BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer NAACL 2024
Evaluating In-Context Learning of Libraries for Code Generation NAACL 2024
What if you said that differently?: How Explanation Formats Affect Human Feedback Efficacy and User Perception NAACL 2024
Uncertainty Quantification for In-Context Learning of Large Language Models NAACL 2024
Take One Step at a Time to Know Incremental Utility of Demonstration: An Analysis on Reranking for Few-Shot In-Context Learning NAACL 2024
Rectifying Demonstration Shortcut in In-Context Learning NAACL 2024
In-context Learning Generalizes, But Not Always Robustly: The Case of Syntax NAACL 2024
Leveraging Code to Improve In-Context Learning for Semantic Parsing NAACL 2024
CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions NAACL 2024
GPTScore: Evaluate as You Desire NAACL 2024
Naive Bayes-based Context Extension for Large Language Models NAACL 2024
Discourse-Aware In-Context Learning for Temporal Expression Normalization NAACL 2024