In-Context Learning

Multilingual Social Media Text Generation and Evaluation with Few-Shot Prompting EMNLP 2022 On the Compositional Generalization Gap of In-Context Learning EMNLP 2022 Robustness of Demonstration-based Learning Under Limited Data Scenario EMNLP 2022 Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks EMNLP 2022 The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning NeurIPS 2022 What GPT Knows About Who is Who ACL 2022 What Makes Good In-Context Examples for GPT-3? ACL 2022 What Makes Instruction Learning Hard? An Investigation and a New Challenge in a Synthetic Environment EMNLP 2022 Analyzing BERT’s Knowledge of Hypernymy via Prompting EMNLP 2021 Leveraging the Inductive Bias of Large Language Models for Abstract Textual Reasoning NeurIPS 2021 What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers EMNLP 2021 Incremental Identification of Qualitative Models of Biological Systems using Inductive Logic Programming JMLR 2008