| Zero-to-Strong Generalization: Eliciting Strong Capabilities of Large Language Models Iteratively without Gold Labels | Sep 19, 2024 | In-Context Learning | —Unverified | 0 |
| ARTICLE: Annotator Reliability Through In-Context Learning | Sep 18, 2024 | In-Context LearningSentiment Analysis | —Unverified | 0 |
| RUIE: Retrieval-based Unified Information Extraction using Large Language Model | Sep 18, 2024 | Contrastive LearningIn-Context Learning | CodeCode Available | 0 |
| LEMMo-Plan: LLM-Enhanced Learning from Multi-Modal Demonstration for Planning Sequential Contact-Rich Manipulation Tasks | Sep 18, 2024 | Contact-rich ManipulationIn-Context Learning | —Unverified | 0 |
| In-Context Learning of Linear Systems: Generalization Theory and Applications to Operator Learning | Sep 18, 2024 | DiversityDomain Generalization | CodeCode Available | 0 |
| A Controlled Study on Long Context Extension and Generalization in LLMs | Sep 18, 2024 | In-Context Learning | CodeCode Available | 2 |
| Towards No-Code Programming of Cobots: Experiments with Code Synthesis by Large Code Models for Conversational Programming | Sep 17, 2024 | Code GenerationIn-Context Learning | —Unverified | 0 |
| Semformer: Transformer Language Models with Semantic Planning | Sep 17, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Reasoning Graph Enhanced Exemplars Retrieval for In-Context Learning | Sep 17, 2024 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse | Sep 17, 2024 | In-Context LearningRAG | CodeCode Available | 2 |
