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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, 2019
4232019
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, 2020
1612020
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, 2021
382021
Teaching Pretrained Models with Commonsense Reasoning: A Preliminary KB-Based Approach
S Li, J Chen, D Yu
NeurIPS KR2ML Workshop, 2019
102019
Towards understanding acceleration tradeoff between momentum and asynchrony in nonconvex stochastic optimization
T Liu, S Li, JS Shi, E Zhou, T Zhao
Advances in Neural Information Processing Systems, 3682-3692, 2018
92018
HierCon: Hierarchical Organization of Technical Documents Based on Concepts
K Li, S Li, S Yavuz, H Zha, Y Su, X Yan
IEEE International Conference on Data Mining, 2019
82019
Multi-step Deep Autoregressive Forecasting with Latent States
X Jin, S Li, Y Zhang, X Yan
ICML 2019 Workshop on Time Series, 2019
32019
Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding
S Li, S Yavuz, W Chen, X Yan
Findings of the Conference on Empirical Methods in Natural Language Processing, 2021
12021
Limitations of Language Models in Arithmetic and Symbolic Induction
J Qian, H Wang, Z Li, S Li, X Yan
arXiv preprint arXiv:2208.05051, 2022
2022
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
2022
Domain Adaptation for Trauma Mortality Prediction in EHRs with Feature Disparity
X Zhang, S Li, Z Cheng, R Callcut, L Petzold
2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2021
2021
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Articles 1–11