| On Task Performance and Model Calibration with Supervised and Self-Ensembled In-Context Learning | Dec 21, 2023 | In-Context Learning | CodeCode Available | 0 |
| Benchmarking and Analyzing In-context Learning, Fine-tuning and Supervised Learning for Biomedical Knowledge Curation: a focused study on chemical entities of biological interest | Dec 20, 2023 | BenchmarkingIn-Context Learning | —Unverified | 0 |
| Can Transformers Learn Sequential Function Classes In Context? | Dec 19, 2023 | In-Context Learning | —Unverified | 0 |
| RealGen: Retrieval Augmented Generation for Controllable Traffic Scenarios | Dec 19, 2023 | Autonomous VehiclesIn-Context Learning | —Unverified | 0 |
| Split and Rephrase with Large Language Models | Dec 18, 2023 | In-Context LearningSplit and Rephrase | —Unverified | 0 |
| DRDT: Dynamic Reflection with Divergent Thinking for LLM-based Sequential Recommendation | Dec 18, 2023 | In-Context LearningRecommendation Systems | —Unverified | 0 |
| kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning | Dec 17, 2023 | In-Context LearningPrompt Engineering | —Unverified | 0 |
| Low-resource classification of mobility functioning information in clinical sentences using large language models | Dec 15, 2023 | Binary ClassificationIn-Context Learning | —Unverified | 0 |
| A Comparative Analysis of Fine-Tuned LLMs and Few-Shot Learning of LLMs for Financial Sentiment Analysis | Dec 14, 2023 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Efficient Toxic Content Detection by Bootstrapping and Distilling Large Language Models | Dec 13, 2023 | In-Context Learning | —Unverified | 0 |
