| Gated Linear Attention Transformers with Hardware-Efficient Training S Yang*, B Wang*, Y Shen, R Panda, Y Kim ICML 2024, 2023 | 93 | 2023 |
| Hierarchically Gated Recurrent Neural Network for Sequence Modeling Z Qin*, S Yang*, Y Zhong NeurIPS 2023 Spotlight, 2023 | 60 | 2023 |
| Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer Networks S Yang, K Tu ACL 2022, 2021 | 46 | 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 | 27 | 2024 |
| PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols S Yang, Y Zhao, K Tu NAACL 2021, 2021 | 22 | 2021 |
| Neural Bi-Lexicalized PCFG Induction S Yang, Y Zhao, K Tu ACL 2021, 2021 | 21 | 2021 |
| Second-order unsupervised neural dependency parsing S Yang, Y Jiang, W Han, K Tu COLING 2020, 2020 | 20 | 2020 |
| Parallelizing Linear Transformers with the Delta Rule over Sequence Length S Yang, B Wang, Y Zhang, Y Shen, Y Kim NeurIPS 2024, 2024 | 17 | 2024 |
| Headed-span-based projective dependency parsing S Yang, K Tu ACL 2022, 2021 | 11 | 2021 |
| Joint Entity and Relation Extraction with Span Pruning and Hypergraph Neural Networks Z Yan, S Yang, W Liu, K Tu EMNLP 2023, 2023 | 9 | 2023 |
| Dynamic Programming in Rank Space: Scaling Structured Inference with Low-Rank HMMs and PCFGs S Yang*, W Liu*, K Tu NAACL 2022, 2022 | 7 | 2022 |
| FLA: A Triton-based library for hardware-efficient implementations of linear attention mechanism S Yang*, Y Zhang* https://github.com/sustcsonglin/flash-linear-attention, 2024 | 6 | 2024 |
| Combining (second-order) graph-based and headed-span-based projective dependency parsing S Yang, K Tu ACL 2022 Findings, 2021 | 6 | 2021 |
| Unsupervised Discontinuous Constituency Parsing with Mildly Context-Sensitive Grammars S Yang, RP Levy, Y Kim ACL 2023, 2022 | 5 | 2022 |
| Don’t Parse, Choose Spans! Continuous and Discontinuous Constituency Parsing via Autoregressive Span Selection S Yang, K Tu ACL 2023, 2023 | 4 | 2023 |
| 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 |
| Semantic dependency parsing with edge GNNs S Yang, K Tu EMNLP 2022 Findings, 6096-6102, 2022 | 2 | 2022 |
| Gated Delta Networks: Improving Mamba2 with Delta Rule S Yang*, J Kautz, A Hatamizadeh* arXiv preprint arXiv:2412.06464, 2024 | 1 | 2024 |
| 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 | 1 | 2024 |
Kewei TuSchool of Information Science and Technology, ShanghaiTech University, ChinaZweryfikowany adres z shanghaitech.edu.cn
