In-Context Learning

The Learnability of In-Context Learning NeurIPS 2023 The Transient Nature of Emergent In-Context Learning in Transformers NeurIPS 2023 Towards Effective Disambiguation for Machine Translation with Large Language Models EMNLP 2023 Towards Informative Few-Shot Prompt with Maximum Information Gain for In-Context Learning EMNLP 2023 Towards Mitigating Perceived Unfairness in Contracts from a Non-Legal Stakeholder’s Perspective EMNLP 2023 Towards Zero-Shot Persona Dialogue Generation with In-Context Learning ACL 2023 Transformers as Algorithms: Generalization and Stability in In-context Learning ICML 2023 Transformers Learn In-Context by Gradient Descent ICML 2023 Understanding In-Context Learning via Supportive Pretraining Data ACL 2023 Unified Demonstration Retriever for In-Context Learning ACL 2023 Using In-Context Learning to Improve Dialogue Safety EMNLP 2023 ZARA: Improving Few-Shot Self-Rationalization for Small Language Models EMNLP 2023 Z-ICL: Zero-Shot In-Context Learning with Pseudo-Demonstrations ACL 2023 Active Example Selection for In-Context Learning EMNLP 2022 Algorithms with Prediction Portfolios NeurIPS 2022 AmbiPun: Generating Humorous Puns with Ambiguous Context NAACL 2022 Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models NAACL 2022 Controllable Dialogue Simulation with In-context Learning EMNLP 2022 Data Distributional Properties Drive Emergent In-Context Learning in Transformers NeurIPS 2022 Does GPT-3 Generate Empathetic Dialogues? A Novel In-Context Example Selection Method and Automatic Evaluation Metric for Empathetic Dialogue Generation COLING 2022 Learning To Retrieve Prompts for In-Context Learning NAACL 2022 Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations EMNLP 2022 Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances NAACL 2022 MetaICL: Learning to Learn In Context NAACL 2022 On the Compositional Generalization Gap of In-Context Learning EMNLP 2022