| PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from Related Example Banks | Dec 7, 2024 | Cross-Lingual Question AnsweringDiversity | —Unverified | 0 |
| REGENT: A Retrieval-Augmented Generalist Agent That Can Act In-Context in New Environments | Dec 6, 2024 | In-Context LearningRetrieval | —Unverified | 0 |
| A text-to-tabular approach to generate synthetic patient data using LLMs | Dec 6, 2024 | In-Context LearningSynthetic Data Generation | CodeCode Available | 0 |
| Improving LLM Group Fairness on Tabular Data via In-Context Learning | Dec 5, 2024 | FairnessIn-Context Learning | —Unverified | 0 |
| Demonstration Selection for In-Context Learning via Reinforcement Learning | Dec 5, 2024 | ClassificationDiversity | —Unverified | 0 |
| The broader spectrum of in-context learning | Dec 5, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Intent-driven In-context Learning for Few-shot Dialogue State Tracking | Dec 4, 2024 | Dialogue State TrackingIn-Context Learning | —Unverified | 0 |
| Minimization of Boolean Complexity in In-Context Concept Learning | Dec 3, 2024 | In-Context Learning | —Unverified | 0 |
| CPP-UT-Bench: Can LLMs Write Complex Unit Tests in C++? | Dec 3, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| A Comprehensive Evaluation of Large Language Models on Aspect-Based Sentiment Analysis | Dec 3, 2024 | Aspect-Based Sentiment AnalysisIn-Context Learning | —Unverified | 0 |
