| 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 |
| DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers | Feb 25, 2024 | In-Context LearningSafety Alignment | CodeCode Available | 2 |
| How Likely Do LLMs with CoT Mimic Human Reasoning? | Feb 25, 2024 | In-Context Learning | CodeCode Available | 1 |
| Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning | Feb 24, 2024 | In-Context LearningOperator learning | CodeCode Available | 1 |
| How Do Nonlinear Transformers Learn and Generalize in In-Context Learning? | Feb 23, 2024 | Binary ClassificationIn-Context Learning | —Unverified | 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 |
| Studying LLM Performance on Closed- and Open-source Data | Feb 23, 2024 | In-Context Learning | —Unverified | 0 |
| Fine-tuning Large Language Models for Domain-specific Machine Translation | Feb 23, 2024 | Domain AdaptationIn-Context Learning | —Unverified | 0 |
