| Look Before You Leap: Towards Decision-Aware and Generalizable Tool-Usage for Large Language Models | Feb 26, 2024 | Decision MakingHallucination | —Unverified | 0 |
| Likelihood-based Mitigation of Evaluation Bias in Large Language Models | Feb 25, 2024 | Grammatical Error CorrectionIn-Context Learning | CodeCode Available | 0 |
| Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models | Feb 23, 2024 | AttributeContrastive Learning | CodeCode Available | 0 |
| Evaluating the Performance of ChatGPT for Spam Email Detection | Feb 23, 2024 | In-Context LearningQuestion Answering | —Unverified | 0 |
| Fine-tuning Large Language Models for Domain-specific Machine Translation | Feb 23, 2024 | Domain AdaptationIn-Context Learning | —Unverified | 0 |
| Studying LLM Performance on Closed- and Open-source Data | Feb 23, 2024 | In-Context Learning | —Unverified | 0 |
| How Do Nonlinear Transformers Learn and Generalize in In-Context Learning? | Feb 23, 2024 | Binary ClassificationIn-Context Learning | —Unverified | 0 |
| In-Context Learning of a Linear Transformer Block: Benefits of the MLP Component and One-Step GD Initialization | Feb 22, 2024 | In-Context Learning | —Unverified | 0 |
| A Simple Framework Uniting Visual In-context Learning with Masked Image Modeling to Improve Ultrasound Segmentation | Feb 22, 2024 | Fracture detectionIn-Context Learning | CodeCode Available | 0 |
| Is ChatGPT the Future of Causal Text Mining? A Comprehensive Evaluation and Analysis | Feb 22, 2024 | Domain AdaptationIn-Context Learning | —Unverified | 0 |
