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Shiyang Li
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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
Advances in Neural Information Processing Systems (NeurIPS 2019), 2019
12972019
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
International Conference on Learning Representations (ICLR 2020), 2020
3182020
AlpaGasus: Training A Better Alpaca with Fewer Data
L Chen*, S Li*, J Yan, H Wang, K Gunaratna, V Yadav, Z Tang, ...
International Conference on Learning Representations (ICLR 2024), 2024
732024
CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers
S Li*, S Yavuz*, K Hashimoto, J Li, T Niu, N Rajani, X Yan, Y Zhou, ...
International Conference on Learning Representations (ICLR 2021), 2021
632021
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, ...
AAAI 2024 Workshop on Sustainable AI (SAI-AAAI2024), 2024
622024
Limitations of language models in arithmetic and symbolic induction
J Qian, H Wang, Z Li, S Li, X Yan
Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023
432023
ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering
Z Chen, S Li, C Smiley, Z Ma, S Shah, WY Wang
Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022
382022
Dialogic: Controllable Dialogue Simulation with In-Context Learning
Z Li, W Chen, S Li, H Wang, J Qian, X Yan
Findings of the Association for Computational Linguistics: EMNLP 2022 …, 2022
23*2022
Teaching Pretrained Models with Commonsense Reasoning: A Preliminary KB-Based Approach
S Li, J Chen, D Yu
Knowledge Representation & Reasoning Meets Machine Learning Workshop at …, 2019
182019
Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection
J Yan, V Yadav*, S Li*, L Chen, Z Tang, H Wang, V Srinivasan, X Ren, ...
Proceedings of the 2024 Conference of the North American Chapter of the …, 2023
17*2023
HierCon: Hierarchical Organization of Technical Documents Based on Concepts
K Li, S Li, S Yavuz, H Zha, Y Su, X Yan
2019 IEEE International Conference on Data Mining (IEEE ICDM 2019), 2019
132019
Instruction-following evaluation through verbalizer manipulation
S Li, J Yan, H Wang, Z Tang, X Ren, V Srinivasan, H Jin
Findings of the Association for Computational Linguistics: NAACL 2024 …, 2023
112023
Towards understanding acceleration tradeoff between momentum and asynchrony in nonconvex stochastic optimization
T Liu, S Li, J Shi, E Zhou, T Zhao
Advances in Neural Information Processing Systems (NeurIPS 2018), 3682-3692, 2018
112018
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling
X Zhang*, S Li*, Z Chen, X Yan, L Petzold
Proceedings of the 40th International Conference on Machine Learning (ICML 2023), 2023
82023
Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding
S Li, S Yavuz, W Chen, X Yan
Findings of the Association for Computational Linguistics: EMNLP 2021 …, 2021
82021
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
62022
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 the Association for Computational Linguistics: ACL 2023 …, 2023
52023
Time Series as Images: Vision Transformer for Irregularly Sampled Time Series
Z Li, S Li, X Yan
Advances in Neural Information Processing Systems (NeurIPS 2023), 2023
52023
Multi-step Deep Autoregressive Forecasting with Latent States
X Jin, S Li, Y Zhang, X Yan
Time Series Workshop at ICML 2019, 2019
42019
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting
X Zhang, S Li, X Yang, C Tian, Y Qin, LR Petzold
International Conference on Learning Representations (ICLR 2024), 2024
32024
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Articles 1–20