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

PersonalSum: A User-Subjective Guided Personalized Summarization Dataset for Large Language Models NIPS 2024

Efficient Prompt Optimization Through the Lens of Best Arm Identification NIPS 2024

Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models NIPS 2024

UniBias: Unveiling and Mitigating LLM Bias through Internal Attention and FFN Manipulation NIPS 2024

AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents NIPS 2024

Can large language models explore in-context? NIPS 2024

NoiseGPT: Label Noise Detection and Rectification through Probability Curvature NIPS 2024

Prompt Optimization with EASE? Efficient Ordering-aware Automated Selection of Exemplars NIPS 2024

Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales? NIPS 2024

Algorithmic Capabilities of Random Transformers NIPS 2024

Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning ACL 2024

Transformers Learn to Achieve Second-Order Convergence Rates for In-Context Linear Regression NIPS 2024

Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data NIPS 2024

Probing the Decision Boundaries of In-context Learning in Large Language Models NIPS 2024

WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models ACL 2023

SPRING: Studying Papers and Reasoning to play Games NIPS 2023

Subject-driven Text-to-Image Generation via Apprenticeship Learning NIPS 2023

Supervised Pretraining Can Learn In-Context Reinforcement Learning NIPS 2023

Structured State Space Models for In-Context Reinforcement Learning NIPS 2023

Prompting Language Models for Linguistic Structure ACL 2023

Parallel Context Windows for Large Language Models ACL 2023

Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment ACL 2023

Language model acceptability judgements are not always robust to context ACL 2023

Pre-Training to Learn in Context ACL 2023

Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters ACL 2023