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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

Universal Self-Adaptive Prompting EMNLP 2023
Increasing Probability Mass on Answer Choices Does Not Always Improve Accuracy EMNLP 2023
MT2: Towards a Multi-Task Machine Translation Model with Translation-Specific In-Context Learning EMNLP 2023
Just Adjust One Prompt: Enhancing In-Context Dialogue Scoring via Constructing the Optimal Subgraph of Demonstrations and Prompts EMNLP 2023
Statistical Depth for Ranking and Characterizing Transformer-Based Text Embeddings EMNLP 2023
Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning EMNLP 2023
Contextual Interaction for Argument Post Quality Assessment EMNLP 2023
AutoTrial: Prompting Language Models for Clinical Trial Design EMNLP 2023
ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games EMNLP 2023
Skill-Based Few-Shot Selection for In-Context Learning EMNLP 2023
Fighting Fire with Fire: The Dual Role of LLMs in Crafting and Detecting Elusive Disinformation EMNLP 2023
FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models EMNLP 2023
A Simple Baseline for Knowledge-Based Visual Question Answering EMNLP 2023
Guideline Learning for In-Context Information Extraction EMNLP 2023
Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations EMNLP 2023
PILLOW: Enhancing Efficient Instruction Fine-tuning via Prompt Matching EMNLP 2023
Generative Models for Product Attribute Extraction EMNLP 2023
Self-Criticism: Aligning Large Language Models with their Understanding of Helpfulness, Honesty, and Harmlessness EMNLP 2023
Batch Prompting: Efficient Inference with Large Language Model APIs EMNLP 2023
SQLPrompt: In-Context Text-to-SQL with Minimal Labeled Data EMNLP 2023
Dissecting In-Context Learning of Translations in GPT-3 EMNLP 2023
In-Context Demonstration Selection with Cross Entropy Difference EMNLP 2023
What Makes Chain-of-Thought Prompting Effective? A Counterfactual Study EMNLP 2023
Remember what you did so you know what to do next EMNLP 2023
Two Examples are Better than One: Context Regularization for Gradient-based Prompt Tuning ACL 2023