| What Makes Good Examples for Visual In-Context Learning? | Jan 31, 2023 | In-Context LearningRetrieval | CodeCode Available | 1 |
| Adaptive Machine Translation with Large Language Models | Jan 30, 2023 | DecoderDomain Adaptation | CodeCode Available | 1 |
| Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning | Jan 27, 2023 | Few-Shot LearningGSM8K | CodeCode Available | 1 |
| Batch Prompting: Efficient Inference with Large Language Model APIs | Jan 19, 2023 | Arithmetic ReasoningIn-Context Learning | CodeCode Available | 1 |
| Parallel Context Windows for Large Language Models | Dec 21, 2022 | In-Context LearningPlaying the Game of 2048 | CodeCode Available | 1 |
| Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering | Dec 20, 2022 | In-Context Learning | CodeCode Available | 1 |
| Data Curation Alone Can Stabilize In-context Learning | Dec 20, 2022 | DiversityIn-Context Learning | CodeCode Available | 1 |
| Training Trajectories of Language Models Across Scales | Dec 19, 2022 | In-Context LearningMultiple-choice | CodeCode Available | 1 |
| Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments | Dec 19, 2022 | In-Context LearningKnowledge Base Question Answering | CodeCode Available | 1 |
| Z-ICL: Zero-Shot In-Context Learning with Pseudo-Demonstrations | Dec 19, 2022 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 |
