| MMICL: Empowering Vision-Language Model with Multi-Modal In-Context Learning H Zhao*, Z Cai*, S Si*, X Ma, K An, L Chen, Z Liu, S Wang, W Han, ... [ICLR'24] (* indicates co-first author) The Twelfth International Conference …, 2024 | 141* | 2024 |
| One Shot Learning as Instruction Data Prospector for Large Language Models Y Li, B Hui, X Xia, J Yang, M Yang, L Zhang, S Si, J Liu, T Liu, F Huang, ... [ACL'24] Proceedings of the 62nd Annual Meeting of the Association for …, 2024 | 47* | 2024 |
| SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents S Si, W Ma, H Gao, Y Wu, TE Lin, Y Dai, H Li, R Yan, F Huang, Y Li [NeurlPS'23] Advances in Neural Information Processing Systems 36, 2023 | 29* | 2023 |
| UltraEdit: Instruction-based Fine-Grained Image Editing at Scale H Zhao, X Ma, L Chen, S Si, R Wu, K An, P Yu, M Zhang, Q Li, B Chang [NeurIPS'24] Advances in Neural Information Processing Systems 37, 2024 | 17* | 2024 |
| ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code X Tang, Y Liu, Z Cai, Y Shao, J Lu, Y Zhang, Z Deng, H Hu, K An, ... arXiv: 2311.09835, 2023 | 15* | 2023 |
| Differential Privacy Protection over Deep Learning: An Investigation of Its Impacted Factors Y Lin, L Bao, Z Li, S Si, CH Chu Computers & Security, 2022 | 15 | 2022 |
| Mining Clues from Incomplete Utterance: A Query-Enhanced Network for Incomplete Utterance Rewriting S Si, S Zeng, B Chang [NAACL'22] Proceedings of the 2022 Conference of the North American Chapter …, 2022 | 12 | 2022 |
| SCL-RAI: Span-Based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NER S Si, S Zeng, J Lin, B Chang [COLING'22] Proceedings of the 29th International Conference on …, 2022 | 7 | 2022 |
| SANTA: Separate Strategies for Inaccurate and Incomplete Annotation Noise in Distantly-Supervised Named Entity Recognition S Si, Z Cai, S Zeng, G Feng, J Lin, B Chang [ACL'23] Findings of the Proceedings of the 61st Annual Meeting of the …, 2023 | 6 | 2023 |
| UniPCM: Universal Pre-Trained Conversation Model with Task-Aware Automatic Prompt Y Cai, W Ma, Y Wu, S Si, Y Shao, Z Ou, Y Li [LREC-COLING'24] Proceedings of the 2024 Joint International Conference on …, 2024 | 3* | 2024 |
| Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation K An, F Yang, L Li, J Lu, S Cheng, S Si, L Wang, P Zhao, L Cao, Q Lin, ... arXiv preprint arXiv:2406.13372, 2024 | 1 | 2024 |
| Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering S Si, H Zhao, G Chen, C Gao, Y Bai, Z Wang, K An, K Luo, C Qian, F Qi, ... arXiv preprint arXiv:2502.07340, 2025 | | 2025 |
| UltraIF: Advancing Instruction Following from the Wild K An, L Sheng, G Cui, S Si, N Ding, Y Cheng, B Chang arXiv preprint arXiv:2502.04153, 2025 | | 2025 |
| Looking Beyond Text: Reducing Language Bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance H Zhao*, S Si*, L Chen, Y Zhang, M Sun, M Zhang, B Chang arXiv preprint arXiv:2411.14279, 2024 | | 2024 |
| GATEAU: Selecting Influential Samples for Long Context Alignment S Si, H Zhao, G Chen, Y Li, K Luo, C Lv, K An, F Qi, B Chang, M Sun arXiv preprint arXiv:2410.15633, 2024 | | 2024 |
| Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints K An, S Si, H Hu, H Zhao, Y Wang, Q Guo, B Chang arXiv preprint arXiv:2409.14469, 2024 | | 2024 |
| Mitigating Language-Level Performance Disparity in mPLMs via Teacher Language Selection and Cross-lingual Self-Distillation H Zhao*, Z Cai*, S Si*, L Chen, Y He, K An, B Chang [NAACL'24] (* indicates co-first author) Proceedings of the 2024 Conference …, 2024 | | 2024 |
| Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning S Si, H Hu, H Zhao, S Zeng, K An, Z Cai, B Chang [ACL'24] Findings of the Proceedings of the 62nd Annual Meeting of the …, 2024 | | 2024 |
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