In-Context Learning

Diverse Demonstrations Improve In-context Compositional Generalization ACL 2023 Empowering Conversational Agents using Semantic In-Context Learning ACL 2023 Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs EMNLP 2023 Ethical Reasoning over Moral Alignment: A Case and Framework for In-Context Ethical Policies in LLMs EMNLP 2023 Exploring In-Context Learning for Knowledge Grounded Dialog Generation EMNLP 2023 Exploring the Capacity of Pretrained Language Models for Reasoning about Actions and Change ACL 2023 ExPT: Synthetic Pretraining for Few-Shot Experimental Design NeurIPS 2023 Fairness-guided Few-shot Prompting for Large Language Models NeurIPS 2023 Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation ACL 2023 FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning ACL 2023 Finding Support Examples for In-Context Learning EMNLP 2023 Hierarchical Prompting Assists Large Language Model on Web Navigation EMNLP 2023 How Do In-Context Examples Affect Compositional Generalization? ACL 2023 How Many Demonstrations Do You Need for In-context Learning? EMNLP 2023 Images Speak in Images: A Generalist Painter for In-Context Visual Learning CVPR 2023 Improving Formality-Sensitive Machine Translation Using Data-Centric Approaches and Prompt Engineering ACL 2023 Improving Input-label Mapping with Demonstration Replay for In-context Learning EMNLP 2023 Improving Mathematics Tutoring With A Code Scratchpad ACL 2023 In-Context Analogical Reasoning with Pre-Trained Language Models ACL 2023 In-Context Learning Creates Task Vectors EMNLP 2023 KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion EMNLP 2023 Large Language Models Are Partially Primed in Pronoun Interpretation ACL 2023 Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning ACL 2023 Large Language Models can Implement Policy Iteration NeurIPS 2023 Larger Probes Tell a Different Story: Extending Psycholinguistic Datasets Via In-Context Learning EMNLP 2023