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| LIFT: Improving Long Context Understanding of Large Language Models through Long Input Fine-Tuning | Feb 20, 2025 | In-Context LearningLong-Context Understanding | —Unverified | 0 |
| Which Attention Heads Matter for In-Context Learning? | Feb 19, 2025 | In-Context Learning | CodeCode Available | 1 |
| D.Va: Validate Your Demonstration First Before You Use It | Feb 19, 2025 | In-Context LearningNatural Language Understanding | —Unverified | 0 |
| Enhancing Input-Label Mapping in In-Context Learning with Contrastive Decoding | Feb 19, 2025 | In-Context LearningNatural Language Understanding | —Unverified | 0 |
| Are Large Language Models In-Context Graph Learners? | Feb 19, 2025 | Graph LearningIn-Context Learning | —Unverified | 0 |
| Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection | Feb 18, 2025 | Contrastive LearningDomain Generalization | CodeCode Available | 1 |
| Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning | Feb 17, 2025 | Cross-Lingual TransferIn-Context Learning | —Unverified | 0 |
| RIDE: Enhancing Large Language Model Alignment through Restyled In-Context Learning Demonstration Exemplars | Feb 17, 2025 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| SAFE-SQL: Self-Augmented In-Context Learning with Fine-grained Example Selection for Text-to-SQL | Feb 17, 2025 | In-Context LearningText to SQL | —Unverified | 0 |
