| Lima: Less is more for alignment C Zhou, P Liu, P Xu, S Iyer, J Sun, Y Mao, X Ma, A Efrat, P Yu, L Yu, ... Advances in Neural Information Processing Systems 36, 2024 | 799 | 2024 |
| Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context G Team, P Georgiev, VI Lei, R Burnell, L Bai, A Gulati, G Tanzer, ... arXiv preprint arXiv:2403.05530, 2024 | 699 | 2024 |
| Investigating explainability of generative AI for code through scenario-based design J Sun, QV Liao, M Muller, M Agarwal, S Houde, K Talamadupula, ... IUI 2022, 212-228, 2022 | 177 | 2022 |
| " kelly is a warm person, joseph is a role model": Gender biases in llm-generated reference letters Y Wan, G Pu, J Sun, A Garimella, KW Chang, N Peng arXiv preprint arXiv:2310.09219, 2023 | 110 | 2023 |
| On measures of biases and harms in NLP S Dev, E Sheng, J Zhao, A Amstutz, J Sun, Y Hou, M Sanseverino, J Kim, ... arXiv preprint arXiv:2108.03362, 2021 | 78 | 2021 |
| Device data ingestion for industrial big data platforms with a case study C Ji, Q Shao, J Sun, S Liu, L Pan, L Wu, C Yang Sensors 16 (3), 279, 2016 | 65 | 2016 |
| Men are elected, women are married: Events gender bias on wikipedia J Sun, N Peng ACL 2021, 2021 | 51 | 2021 |
| AESOP: Paraphrase generation with adaptive syntactic control J Sun, X Ma, N Peng EMNLP 2021, 5176-5189, 2021 | 49 | 2021 |
| Evaluating large language models on controlled generation tasks J Sun, Y Tian, W Zhou, N Xu, Q Hu, R Gupta, JF Wieting, N Peng, X Ma arXiv preprint arXiv:2310.14542, 2023 | 37 | 2023 |
| ESTER: A machine reading comprehension dataset for reasoning about event semantic relations R Han, IH Hsu, J Sun, J Baylon, Q Ning, D Roth, N Peng EMNLP 2021, 7543-7559, 2021 | 36 | 2021 |
| Eventplus: A temporal event understanding pipeline MD Ma, J Sun, M Yang, KH Huang, N Wen, S Singh, R Han, N Peng NAACL 2021 (demo track), 2021 | 34 | 2021 |
| Hagen: Homophily-aware graph convolutional recurrent network for crime forecasting C Wang, Z Lin, X Yang, J Sun, M Yue, C Shahabi Proceedings of the AAAI Conference on Artificial Intelligence 36 (4), 4193-4200, 2022 | 32 | 2022 |
| Crimeforecaster: Crime prediction by exploiting the geographical neighborhoods’ spatiotemporal dependencies J Sun, M Yue, Z Lin, X Yang, L Nocera, G Kahn, C Shahabi Machine Learning and Knowledge Discovery in Databases. Applied Data Science …, 2021 | 30 | 2021 |
| LIMA: Less Is More for Alignment. CoRR abs/2305.11206 (2023) C Zhou, P Liu, P Xu, S Iyer, J Sun, Y Mao, X Ma, A Efrat, P Yu, L Yu, ... arXiv preprint arXiv:2305.11206 10, 2023 | 18 | 2023 |
| Dialect-robust evaluation of generated text J Sun, T Sellam, E Clark, T Vu, T Dozat, D Garrette, A Siddhant, ... arXiv preprint arXiv:2211.00922, 2022 | 17 | 2022 |
| Investigating the benefits of free-form rationales J Sun, S Swayamdipta, J May, X Ma arXiv preprint arXiv:2206.11083, 2022 | 17 | 2022 |
| What do bias measures measure S Dev, E Sheng, J Zhao, J Sun, Y Hou, M Sanseverino, J Kim, N Peng, ... CoRR, abs/2108.03362, 2021 | 17 | 2021 |
| FAWA: Fast adversarial watermark attack on optical character recognition (OCR) systems L Chen, J Sun, W Xu Machine Learning and Knowledge Discovery in Databases: European Conference …, 2021 | 17 | 2021 |
| Context-situated pun generation J Sun, A Narayan-Chen, S Oraby, S Gao, T Chung, J Huang, Y Liu, ... arXiv preprint arXiv:2210.13522, 2022 | 16 | 2022 |
| FraudVis: understanding unsupervised fraud detection algorithms J Sun, Q Zhu, Z Liu, X Liu, J Lee, Z Su, L Shi, L Huang, W Xu 2018 IEEE Pacific Visualization Symposium (PacificVis), 170-174, 2018 | 16 | 2018 |
Nanyun (Violet) PengAssociate Professor, UCLAVerified email at cs.ucla.edu
