in-context learning

NEWTON: Are Large Language Models Capable of Physical Reasoning? EMNLP 2023 Not All Demonstration Examples are Equally Beneficial: Reweighting Demonstration Examples for In-Context Learning EMNLP 2023 Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting EMNLP 2023 On the Potential and Limitations of Few-Shot In-Context Learning to Generate Metamorphic Specifications for Tax Preparation Software EMNLP 2023 On the Relation between Sensitivity and Accuracy in In-Context Learning EMNLP 2023 Open-Ended Instructable Embodied Agents with Memory-Augmented Large Language Models EMNLP 2023 OpenICL: An Open-Source Framework for In-context Learning ACL 2023 Parallel Context Windows for Large Language Models ACL 2023 PFNs4BO: In-Context Learning for Bayesian Optimization ICML 2023 PILLOW: Enhancing Efficient Instruction Fine-tuning via Prompt Matching EMNLP 2023 PlugMed: Improving Specificity in Patient-Centered Medical Dialogue Generation using In-Context Learning EMNLP 2023 POE: Process of Elimination for Multiple Choice Reasoning EMNLP 2023 Post Hoc Explanations of Language Models Can Improve Language Models NeurIPS 2023 PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter EMNLP 2023 Pretraining task diversity and the emergence of non-Bayesian in-context learning for regression NeurIPS 2023 Pre-Training to Learn in Context ACL 2023 Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision NeurIPS 2023 PRODIGY: Enabling In-context Learning Over Graphs NeurIPS 2023 Prompt-Augmented Linear Probing: Scaling beyond the Limit of Few-Shot In-Context Learners AAAI 2023 Prompting Language Models for Linguistic Structure ACL 2023 Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question Generation EMNLP 2023 Prompting Neural Machine Translation with Translation Memories AAAI 2023 Prompting PaLM for Translation: Assessing Strategies and Performance ACL 2023 Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language Models ACL 2023 Prototypical Calibration for Few-shot Learning of Language Models ICLR 2023