In-Context Learning

Leveraging Training Data in Few-Shot Prompting for Numerical Reasoning ACL 2023 LLM-in-the-loop: Leveraging Large Language Model for Thematic Analysis EMNLP 2023 Looped Transformers as Programmable Computers ICML 2023 Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations ACL 2023 Measuring Pointwise 𝒱-Usable Information In-Context-ly EMNLP 2023 Multi-Dimensional Evaluation of Text Summarization with In-Context Learning ACL 2023 Not All Demonstration Examples are Equally Beneficial: Reweighting Demonstration Examples for In-Context Learning EMNLP 2023 Online Symbolic Regression with Informative Query AAAI 2023 OpenICL: An Open-Source Framework for In-context Learning ACL 2023 PFNs4BO: In-Context Learning for Bayesian Optimization ICML 2023 PlugMed: Improving Specificity in Patient-Centered Medical Dialogue Generation using In-Context Learning EMNLP 2023 Prompting Neural Machine Translation with Translation Memories AAAI 2023 Reasoning with Language Model Prompting: A Survey ACL 2023 Representative Demonstration Selection for In-Context Learning with Two-Stage Determinantal Point Process EMNLP 2023 Robustness of Named-Entity Replacements for In-Context Learning EMNLP 2023 ScoNe: Benchmarking Negation Reasoning in Language Models With Fine-Tuning and In-Context Learning ACL 2023 Selective Demonstrations for Cross-domain Text-to-SQL EMNLP 2023 Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering ACL 2023 Self-Refine: Iterative Refinement with Self-Feedback NeurIPS 2023 SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting EMNLP 2023 SPRING: Studying Papers and Reasoning to play Games NeurIPS 2023 Strength in Numbers: Estimating Confidence of Large Language Models by Prompt Agreement ACL 2023 Structured State Space Models for In-Context Reinforcement Learning NeurIPS 2023 Test-Time Self-Adaptive Small Language Models for Question Answering EMNLP 2023 Text Classification via Large Language Models EMNLP 2023