| The Closeness of In-Context Learning and Weight Shifting for Softmax Regression | Apr 26, 2023 | In-Context Learningregression | —Unverified | 0 |
| Understanding and Predicting Human Label Variation in Natural Language Inference through Explanation | Apr 24, 2023 | In-Context LearningNatural Language Inference | —Unverified | 0 |
| Boosting Theory-of-Mind Performance in Large Language Models via Prompting | Apr 22, 2023 | Common Sense ReasoningIn-Context Learning | CodeCode Available | 1 |
| DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction | Apr 21, 2023 | In-Context LearningText to SQL | CodeCode Available | 2 |
| GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical Information | Apr 19, 2023 | In-Context LearningRetrieval | CodeCode Available | 2 |
| A Latent Space Theory for Emergent Abilities in Large Language Models | Apr 19, 2023 | Bayesian InferenceIn-Context Learning | —Unverified | 0 |
| NaturalSpeech 2: Latent Diffusion Models are Natural and Zero-Shot Speech and Singing Synthesizers | Apr 18, 2023 | In-Context LearningSpeech Synthesis | CodeCode Available | 2 |
| An Iterative Optimizing Framework for Radiology Report Summarization with ChatGPT | Apr 17, 2023 | In-Context Learning | CodeCode Available | 1 |
| Towards Robust Prompts on Vision-Language Models | Apr 17, 2023 | In-Context LearningPrompt Learning | —Unverified | 0 |
| Bayesian Optimization of Catalysis With In-Context Learning | Apr 11, 2023 | Bayesian OptimizationFeature Engineering | CodeCode Available | 1 |
| Graph-ToolFormer: To Empower LLMs with Graph Reasoning Ability via Prompt Dataset Augmented by ChatGPT | Apr 10, 2023 | Community DetectionGraph Classification | CodeCode Available | 2 |
| Exploring Effective Factors for Improving Visual In-Context Learning | Apr 10, 2023 | In-Context LearningMeta-Learning | CodeCode Available | 1 |
| Extractive Summarization via ChatGPT for Faithful Summary Generation | Apr 9, 2023 | Extractive SummarizationIn-Context Learning | —Unverified | 0 |
| Towards Interpretable Mental Health Analysis with Large Language Models | Apr 6, 2023 | Causal Emotion EntailmentEmotion Recognition | CodeCode Available | 2 |
| SegGPT: Segmenting Everything In Context | Apr 6, 2023 | Few-Shot Semantic SegmentationIn-Context Learning | CodeCode Available | 4 |
| Improving Visual Question Answering Models through Robustness Analysis and In-Context Learning with a Chain of Basic Questions | Apr 6, 2023 | In-Context LearningQuestion Answering | —Unverified | 0 |
| Resources and Few-shot Learners for In-context Learning in Slavic Languages | Apr 4, 2023 | In-Context Learning | CodeCode Available | 0 |
| Is ChatGPT a Highly Fluent Grammatical Error Correction System? A Comprehensive Evaluation | Apr 4, 2023 | Grammatical Error CorrectionIn-Context Learning | —Unverified | 0 |
| Subject-driven Text-to-Image Generation via Apprenticeship Learning | Apr 1, 2023 | Image GenerationIn-Context Learning | —Unverified | 0 |
| Larger Probes Tell a Different Story: Extending Psycholinguistic Datasets Via In-Context Learning | Mar 29, 2023 | In-Context LearningLanguage Modelling | CodeCode Available | 0 |
| TaskMatrix.AI: Completing Tasks by Connecting Foundation Models with Millions of APIs | Mar 29, 2023 | Code GenerationCommon Sense Reasoning | —Unverified | 0 |
| When Brain-inspired AI Meets AGI | Mar 28, 2023 | In-Context Learning | —Unverified | 0 |
| Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System | Mar 25, 2023 | In-Context LearningRecommendation Systems | —Unverified | 0 |
| GPT is becoming a Turing machine: Here are some ways to program it | Mar 25, 2023 | In-Context Learning | —Unverified | 0 |
| kNN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference | Mar 24, 2023 | In-Context Learning | CodeCode Available | 1 |
