Shiyang Li
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
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
CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers
S Li, S Yavuz, K Hashimoto, J Li, T Niu, N Rajani, X Yan, Y Zhou, C Xiong
International Conference on Learning Representations, 2021
Teaching Pretrained Models with Commonsense Reasoning: A Preliminary KB-Based Approach
S Li, J Chen, D Yu
NeurIPS KR2ML Workshop, 2019
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
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
Multi-step Deep Autoregressive Forecasting with Latent States
X Jin, S Li, Y Zhang, X Yan
ICML 2019 Workshop on Time Series, 2019
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
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
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