| Enhancing the locality and breaking the memory bottleneck of transformer on time series forecasting S Li, X Jin, Y Xuan, X Zhou, W Chen, YX Wang, X Yan (NeurIPS 2019) Advances in Neural Information Processing Systems, 2019 | 930 | 2019 |
| Tabfact: A large-scale dataset for table-based fact verification W Chen, H Wang, J Chen, Y Zhang, H Wang, S Li, X Zhou, WY Wang (ICLR 2020) International Conference on Learning Representations, 2020 | 249 | 2020 |
| CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers S Li*, S Yavuz*, K Hashimoto, J Li, T Niu, N Rajani, X Yan, Y Zhou, ... (ICLR 2021) International Conference on Learning Representations, 2021 | 55 | 2021 |
| Explanations from large language models make small reasoners better S Li, J Chen, Y Shen, Z Chen, X Zhang, Z Li, H Wang, J Qian, B Peng, ... arXiv preprint arXiv:2210.06726, 2022 | 31 | 2022 |
| Limitations of language models in arithmetic and symbolic induction J Qian, H Wang, Z Li, S Li, X Yan (ACL 2023) Annual Meeting of the Association for Computational Linguistics, 2023 | 18 | 2023 |
| Teaching Pretrained Models with Commonsense Reasoning: A Preliminary KB-Based Approach S Li, J Chen, D Yu NeurIPS KR2ML Workshop, 2019 | 15 | 2019 |
| HierCon: Hierarchical Organization of Technical Documents Based on Concepts K Li, S Li, S Yavuz, H Zha, Y Su, X Yan (IEEE ICDM 2019) IEEE International Conference on Data Mining, 2019 | 11 | 2019 |
| Towards understanding acceleration tradeoff between momentum and asynchrony in nonconvex stochastic optimization T Liu, S Li, J Shi, E Zhou, T Zhao (NeurIPS 2018) Advances in Neural Information Processing Systems, 3682-3692, 2018 | 11 | 2018 |
| ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering Z Chen, S Li, C Smiley, Z Ma, S Shah, WY Wang (EMNLP 2022) Proceedings of the Conference on Empirical Methods in Natural …, 2022 | 9 | 2022 |
| AlpaGasus: Training A Better Alpaca with Fewer Data L Chen*, S Li*, J Yan, H Wang, K Gunaratna, V Yadav, Z Tang, ... arXiv preprint arXiv:2307.08701, 2023 | 6 | 2023 |
| Controllable Dialogue Simulation with In-Context Learning Z Li, W Chen, S Li, H Wang, J Qian, X Yan (Findings of EMNLP 2022) Findings of the Conference on Empirical Methods in …, 2022 | 6 | 2022 |
| Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding S Li, S Yavuz, W Chen, X Yan (Findings of EMNLP 2021) Findings of the Conference on Empirical Methods in …, 2021 | 4 | 2021 |
| Multi-step Deep Autoregressive Forecasting with Latent States X Jin, S Li, Y Zhang, X Yan ICML 2019 Workshop on Time Series, 2019 | 3 | 2019 |
| Instruction-following evaluation through verbalizer manipulation S Li, J Yan, H Wang, Z Tang, X Ren, V Srinivasan, H Jin arXiv preprint arXiv:2307.10558, 2023 | 2 | 2023 |
| Making Something out of Nothing: Building Robust Task-oriented Dialogue Systems from Scratch Z Li, H Wang, A Albalak, Y Yang, J Qian, S Li, X Yan 1st Proceedings of Alexa Prize TaskBot (Alexa Prize 2021), 2022 | 2 | 2022 |
| Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting X Zhang, S Li, X Yang, C Tian, Y Qin, LR Petzold arXiv preprint arXiv:2305.12723, 2023 | 1 | 2023 |
| Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling X Zhang*, S Li*, Z Chen, X Yan, L Petzold (ICML 2023) International Conference on Machine Learning, 2023 | 1 | 2023 |
| Domain Adaptation for Trauma Mortality Prediction in EHRs with Feature Disparity X Zhang, S Li, Z Cheng, R Callcut, L Petzold (BIBM 2021) IEEE International Conference on Bioinformatics and Biomedicine …, 2021 | 1 | 2021 |
| Virtual Prompt Injection for Instruction-Tuned Large Language Models J Yan, V Yadav*, S Li*, L Chen, Z Tang, H Wang, V Srinivasan, X Ren, ... arXiv preprint arXiv:2307.16888, 2023 | | 2023 |
| Graph Reasoning for Question Answering with Triplet Retrieval S Li, Y Gao, H Jiang, Q Yin, Z Li, X Yan, C Zhang, B Yin (Findings of ACL 2023) Findings of Annual Meeting of the Association for …, 2023 | | 2023 |
Xifeng YanProfessor, Computer Science, Univ. of California at Santa BarbaraVerified email at cs.ucsb.edu
