| Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish | Mar 1, 2024 | Cross-Lingual TransferFact Checking | CodeCode Available | 0 |
| DFIN-SQL: Integrating Focused Schema with DIN-SQL for Superior Accuracy in Large-Scale Databases | Mar 1, 2024 | In-Context LearningNatural Language Queries | —Unverified | 0 |
| ToolNet: Connecting Large Language Models with Massive Tools via Tool Graph | Feb 29, 2024 | In-Context Learning | —Unverified | 0 |
| Training Dynamics of Multi-Head Softmax Attention for In-Context Learning: Emergence, Convergence, and Optimality | Feb 29, 2024 | In-Context Learning | —Unverified | 0 |
| From Summary to Action: Enhancing Large Language Models for Complex Tasks with Open World APIs | Feb 28, 2024 | In-Context Learning | —Unverified | 0 |
| Large Language Models As Evolution Strategies | Feb 28, 2024 | In-Context Learning | —Unverified | 0 |
| Few-Shot Fairness: Unveiling LLM's Potential for Fairness-Aware Classification | Feb 28, 2024 | FairnessIn-Context Learning | —Unverified | 0 |
| Orchid: Flexible and Data-Dependent Convolution for Sequence Modeling | Feb 28, 2024 | Computational Efficiencyimage-classification | —Unverified | 0 |
| Securing Reliability: A Brief Overview on Enhancing In-Context Learning for Foundation Models | Feb 27, 2024 | HallucinationIn-Context Learning | —Unverified | 0 |
| Video as the New Language for Real-World Decision Making | Feb 27, 2024 | Decision MakingIn-Context Learning | —Unverified | 0 |