| Towards Making the Most of ChatGPT for Machine Translation | Mar 24, 2023 | In-Context LearningMachine Translation | CodeCode Available | 1 |
| Fairness-guided Few-shot Prompting for Large Language Models | Mar 23, 2023 | FairnessIn-Context Learning | —Unverified | 0 |
| DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4 | Mar 20, 2023 | BenchmarkingDe-identification | CodeCode Available | 1 |
| eP-ALM: Efficient Perceptual Augmentation of Language Models | Mar 20, 2023 | In-Context LearningVisual Question Answering (VQA) | CodeCode Available | 1 |
| The Scope of In-Context Learning for the Extraction of Medical Temporal Constraints | Mar 16, 2023 | In-Context Learning | —Unverified | 0 |
| A Theory of Emergent In-Context Learning as Implicit Structure Induction | Mar 14, 2023 | In-Context Learning | —Unverified | 0 |
| How Many Demonstrations Do You Need for In-context Learning? | Mar 14, 2023 | In-Context Learning | —Unverified | 0 |
| The Learnability of In-Context Learning | Mar 14, 2023 | In-Context Learning | —Unverified | 0 |
| ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction | Mar 9, 2023 | Document AIIn-Context Learning | CodeCode Available | 1 |
| MenuCraft: Interactive Menu System Design with Large Language Models | Mar 8, 2023 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| Larger language models do in-context learning differently | Mar 7, 2023 | In-Context Learning | —Unverified | 0 |
| Speak Foreign Languages with Your Own Voice: Cross-Lingual Neural Codec Language Modeling | Mar 7, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 5 |
| OpenICL: An Open-Source Framework for In-context Learning | Mar 6, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| Finding Support Examples for In-Context Learning | Feb 27, 2023 | Combinatorial OptimizationDiversity | —Unverified | 0 |
| ProofNet: Autoformalizing and Formally Proving Undergraduate-Level Mathematics | Feb 24, 2023 | Abstract AlgebraAutomated Theorem Proving | CodeCode Available | 1 |
| Language Model Crossover: Variation through Few-Shot Prompting | Feb 23, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| How Does In-Context Learning Help Prompt Tuning? | Feb 22, 2023 | In-Context LearningText Generation | —Unverified | 0 |
| In-context Example Selection with Influences | Feb 21, 2023 | In-Context Learning | CodeCode Available | 1 |
| Few-shot Multimodal Multitask Multilingual Learning | Feb 19, 2023 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Conversation Style Transfer using Few-Shot Learning | Feb 16, 2023 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Do We Still Need Clinical Language Models? | Feb 16, 2023 | In-Context Learning | CodeCode Available | 0 |
| ScatterShot: Interactive In-context Example Curation for Text Transformation | Feb 14, 2023 | Active LearningIn-Context Learning | CodeCode Available | 0 |
| Distinguishability Calibration to In-Context Learning | Feb 13, 2023 | In-Context LearningLanguage Modelling | CodeCode Available | 0 |
| Stabilized In-Context Learning with Pre-trained Language Models for Few Shot Dialogue State Tracking | Feb 12, 2023 | Dialogue State TrackingIn-Context Learning | —Unverified | 0 |
| Compositional Exemplars for In-context Learning | Feb 11, 2023 | Code GenerationContrastive Learning | CodeCode Available | 1 |
