| Clusterllm: Large language models as a guide for text clustering Y Zhang, Z Wang, J Shang EMNLP 2023, 2023 | 59 | 2023 |
| New intent discovery with pre-training and contrastive learning Y Zhang, H Zhang, LM Zhan, XM Wu, A Lam ACL 2022, 2022 | 59 | 2022 |
| Effectiveness of pre-training for few-shot intent classification H Zhang*, Y Zhang*, LM Zhan, J Chen, G Shi, A Lam, XM Wu EMNLP Findings 2021, 2021 | 50 | 2021 |
| Fine-tuning pre-trained language models for few-shot intent detection: Supervised pre-training and isotropization H Zhang, H Liang, Y Zhang, L Zhan, XM Wu, X Lu, A Lam NAACL 2022, 2022 | 33 | 2022 |
| Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation L Peng, Y Zhang, J Shang ACL Findings 2024, 2023 | 18* | 2023 |
| Automated calculation of liquid crystal sensing images based on deep learning Y Zhang*, S Xu*, R Zhang, Z Deng, Y Liu, J Tian, L Yu, Q Hu, Q Ye Analytical Chemistry 94 (37), 12781-12787, 2022 | 11 | 2022 |
| Speculative rag: Enhancing retrieval augmented generation through drafting Z Wang, Z Wang, L Le, HS Zheng, S Mishra, V Perot, Y Zhang, ... arXiv preprint arXiv:2407.08223, 2024 | 9 | 2024 |
| KuraNet: systems of coupled oscillators that learn to synchronize M Ricci, M Jung, Y Zhang, M Chalvidal, A Soni, T Serre arXiv preprint arXiv:2105.02838, 2021 | 9 | 2021 |
| Answer is all you need: Instruction-following text embedding via answering the question L Peng*, Y Zhang*, Z Wang, J Srinivasa, G Liu, Z Wang, J Shang ACL 2024, 2024 | 8 | 2024 |
| Development and validation of a screening model for lung cancer using machine learning: A large-scale, multi-center study of biomarkers in breath J Li*, Y Zhang*, Q Chen, Z Pan, J Chen, M Sun, J Wang, Y Li, Q Ye Frontiers in Oncology 12, 975563, 2022 | 6 | 2022 |
| Longmemeval: Benchmarking chat assistants on long-term interactive memory D Wu, H Wang, W Yu, Y Zhang, KW Chang, D Yu arXiv preprint arXiv:2410.10813, 2024 | 5 | 2024 |
| Toward unsupervised realistic visual question answering Y Zhang*, CH Ho*, N Vasconcelos Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 3 | 2023 |
| Research on Assistant Diagnosis of Fundus Optic Neuropathy Based on Deep Learning C Wang*, Y Zhang*, S Xu, Y Liu, L Xie, C Wu, Q Yang, Y Chu, Q Ye Current Eye Research 48 (1), 51-59, 2023 | 2 | 2023 |
| Can your model tell a negation from an implicature? Unravelling challenges with intent encoders Y Zhang, S Singh, S Sengupta, I Shalyminov, H Su, H Song, S Mansour ACL 2024, 2024 | 1 | 2024 |
Jingbo ShangAssociate Professor, UC San DiegoПотвърден имейл адрес: ucsd.edu
