| Deeper Insights Without Updates: The Power of In-Context Learning Over Fine-Tuning | Oct 7, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| Deconstructing In-Context Learning: Understanding Prompts via Corruption | Apr 2, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| Does In-Context Learning Really Learn? Rethinking How Large Language Models Respond and Solve Tasks via In-Context Learning | Apr 11, 2024 | DiversityIn-Context Learning | CodeCode Available | 0 | 5 |
| Benchmarking Hallucination in Large Language Models based on Unanswerable Math Word Problem | Mar 6, 2024 | BenchmarkingHallucination | CodeCode Available | 0 | 5 |
| Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT | Oct 16, 2023 | In-Context LearningIntent Discovery | CodeCode Available | 0 | 5 |
| Large Language Models for Anomaly Detection in Computational Workflows: from Supervised Fine-Tuning to In-Context Learning | Jul 24, 2024 | Anomaly DetectionIn-Context Learning | CodeCode Available | 0 | 5 |
| Deciphering Political Entity Sentiment in News with Large Language Models: Zero-Shot and Few-Shot Strategies | Apr 5, 2024 | ArticlesIn-Context Learning | CodeCode Available | 0 | 5 |
| Larger Language Models Don't Care How You Think: Why Chain-of-Thought Prompting Fails in Subjective Tasks | Sep 10, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| Large Language Models Are Partially Primed in Pronoun Interpretation | May 26, 2023 | In-Context Learning | CodeCode Available | 0 | 5 |
| DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning | Oct 26, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
