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| HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality Evaluation | Feb 14, 2024 | Answer SelectionIn-Context Learning | CodeCode Available | 0 |
| Statistical Depth for Ranking and Characterizing Transformer-Based Text Embeddings | Oct 23, 2023 | Data AugmentationIn-Context Learning | CodeCode Available | 0 |
| HEARTS: A Holistic Framework for Explainable, Sustainable and Robust Text Stereotype Detection | Sep 17, 2024 | Explainable ModelsIn-Context Learning | CodeCode Available | 0 |
| Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning | Oct 14, 2024 | In-Context LearningMMLU | CodeCode Available | 0 |
| Analogical Reasoning Inside Large Language Models: Concept Vectors and the Limits of Abstraction | Mar 5, 2025 | In-Context LearningMultiple-choice | CodeCode Available | 0 |
| Optimizing Code Runtime Performance through Context-Aware Retrieval-Augmented Generation | Jan 28, 2025 | In-Context LearningRetrieval | CodeCode Available | 0 |
| Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration Approach | Sep 13, 2024 | In-Context LearningRetrieval | CodeCode Available | 0 |
| Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking | Jul 4, 2023 | Dialogue State TrackingFew-Shot Learning | CodeCode Available | 0 |
| Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements | Oct 8, 2023 | Empathetic Response GenerationIn-Context Learning | CodeCode Available | 0 |