| Gated Linear Attention Transformers with Hardware-Efficient Training S Yang*, B Wang*, Y Shen, R Panda, Y Kim ICML 2024, 2023 | 127 | 2023 |
| Hierarchically Gated Recurrent Neural Network for Sequence Modeling Z Qin*, S Yang*, Y Zhong NeurIPS 2023, 2023 | 80 | 2023 |
| Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer Networks S Yang, K Tu ACL 2022, 2021 | 47 | 2021 |
| Nested Named Entity Recognition as Latent Lexicalized Constituency Parsing C Lou, S Yang, K Tu ACL 2022, 2022 | 44 | 2022 |
| Hgrn2: Gated linear rnns with state expansion Z Qin*, S Yang*, W Sun, X Shen, D Li, W Sun, Y Zhong COLM 2024, 2024 | 43 | 2024 |
| Parallelizing Linear Transformers with the Delta Rule over Sequence Length S Yang, B Wang, Y Zhang, Y Shen, Y Kim NeurIPS 2024, 2024 | 38 | 2024 |
| Neural Bi-Lexicalized PCFG Induction S Yang, Y Zhao, K Tu ACL 2021, 2021 | 21 | 2021 |
| PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols S Yang, Y Zhao, K Tu NAACL 2021, 2021 | 21 | 2021 |
| Second-order unsupervised neural dependency parsing S Yang, Y Jiang, W Han, K Tu COLING 2020, 2020 | 21 | 2020 |
| Joint Entity and Relation Extraction with Span Pruning and Hypergraph Neural Networks Z Yan, S Yang, W Liu, K Tu EMNLP 2023, 2023 | 13 | 2023 |
| Headed-span-based projective dependency parsing S Yang, K Tu ACL 2022, 2021 | 11 | 2021 |
| Gated Slot Attention for Efficient Linear-Time Sequence Modeling Y Zhang*, S Yang*, R Zhu, Y Zhang, L Cui, Y Wang, B Wang, F Shi, ... NeurIPS 2024, 2024 | 9 | 2024 |
| FLA: A Triton-based library for hardware-efficient implementations of linear attention mechanism S Yang*, Y Zhang* https://github.com/fla-og/flash-linear-attention, 2024 | 9 | 2024 |
| Gated Delta Networks: Improving Mamba2 with Delta Rule S Yang*, J Kautz, A Hatamizadeh* ICLR 2025, 2024 | 7 | 2024 |
| Dynamic Programming in Rank Space: Scaling Structured Inference with Low-Rank HMMs and PCFGs S Yang*, W Liu*, K Tu NAACL 2022, 2022 | 6 | 2022 |
| Combining (second-order) graph-based and headed-span-based projective dependency parsing S Yang, K Tu ACL 2022 (Findings), 2021 | 6 | 2021 |
| Don’t Parse, Choose Spans! Continuous and Discontinuous Constituency Parsing via Autoregressive Span Selection S Yang, K Tu ACL 2023, 2023 | 4 | 2023 |
| Unsupervised Discontinuous Constituency Parsing with Mildly Context-Sensitive Grammars S Yang, RP Levy, Y Kim ACL 2023, 2022 | 4 | 2022 |
| A controlled study on long context extension and generalization in llms Y Lu, JN Yan, S Yang, JT Chiu, S Ren, F Yuan, W Zhao, Z Wu, AM Rush arXiv preprint arXiv:2409.12181, 2024 | 3 | 2024 |
| Structured Mean-Field Variational Inference for Higher-Order Span-Based Semantic Role Labeling W Liu, S Yang, K Tu ACL 2023 (Findings), 918-931, 2023 | 2 | 2023 |
Kewei TuSchool of Information Science and Technology, ShanghaiTech University, ChinaEmail được xác minh tại shanghaitech.edu.cn