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| OntoTune: Ontology-Driven Self-training for Aligning Large Language Models | Feb 8, 2025 | Hypernym DiscoveryIn-Context Learning | CodeCode Available | 1 |
| LLM-Supported Natural Language to Bash Translation | Feb 7, 2025 | In-Context LearningTranslation | CodeCode Available | 1 |
| Enhancing Reasoning to Adapt Large Language Models for Domain-Specific Applications | Feb 5, 2025 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| Transformers Boost the Performance of Decision Trees on Tabular Data across Sample Sizes | Feb 4, 2025 | In-Context LearningNatural Language Understanding | CodeCode Available | 1 |
| Can Transformers Learn Full Bayesian Inference in Context? | Jan 28, 2025 | Bayesian InferenceIn-Context Learning | CodeCode Available | 1 |
| AdaptiveLog: An Adaptive Log Analysis Framework with the Collaboration of Large and Small Language Model | Jan 19, 2025 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| A Study of In-Context-Learning-Based Text-to-SQL Errors | Jan 16, 2025 | In-Context LearningText to SQL | CodeCode Available | 1 |
| BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning | Jan 6, 2025 | In-Context LearningMath | CodeCode Available | 1 |
| ImagineFSL: Self-Supervised Pretraining Matters on Imagined Base Set for VLM-based Few-shot Learning | Jan 1, 2025 | Few-Shot LearningImage Generation | CodeCode Available | 1 |
