| Naive Bayes-based Context Extension for Large Language Models | Mar 26, 2024 | In-Context Learning | CodeCode Available | 0 |
| Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model | Sep 12, 2023 | AttributeContrastive Learning | CodeCode Available | 0 |
| Should We Fine-Tune or RAG? Evaluating Different Techniques to Adapt LLMs for Dialogue | Jun 10, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 0 |
| Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning | Apr 25, 2024 | DiversityIn-Context Learning | CodeCode Available | 0 |
| Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL | Feb 16, 2024 | DiversityIn-Context Learning | CodeCode Available | 0 |
| Would I Lie To You? Inference Time Alignment of Language Models using Direct Preference Heads | May 30, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| SHROOM-INDElab at SemEval-2024 Task 6: Zero- and Few-Shot LLM-Based Classification for Hallucination Detection | Apr 4, 2024 | HallucinationIn-Context Learning | CodeCode Available | 0 |
| Emergent Abilities in Reduced-Scale Generative Language Models | Apr 2, 2024 | In-Context LearningZero-Shot Learning | CodeCode Available | 0 |
| IM-Context: In-Context Learning for Imbalanced Regression Tasks | May 28, 2024 | Deep imbalanced regressionIn-Context Learning | CodeCode Available | 0 |
| ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification | Nov 16, 2023 | Extreme Multi-Label ClassificationIn-Context Learning | CodeCode Available | 0 |