no code implementations • 25 Jan 2025 • Xingyang He, Jie Liu, Shaowei Chen
To address this issue, we propose Task-KV, a method that leverages the semantic differentiation of attention heads to allocate differentiated KV cache budgets across various tasks.
1 code implementation • 2 Jan 2023 • Pengfei Wen, Zhi-Sheng Ye, Yong Li, Shaowei Chen, Pu Xie, Shuai Zhao
Physics-Informed Neural Network (PINN) is an efficient tool to fuse empirical or physical dynamic models with data-driven models.
2 code implementations • 13 Mar 2021 • Shaowei Chen, Yu Wang, Jie Liu, Yuelin Wang
Aspect sentiment triplet extraction (ASTE), which aims to identify aspects from review sentences along with their corresponding opinion expressions and sentiments, is an emerging task in fine-grained opinion mining.
Ranked #1 on
Aspect Sentiment Triplet Extraction
on MuseASTE
Aspect Sentiment Triplet Extraction
Machine Reading Comprehension
+3
1 code implementation • ACL 2020 • Shaowei Chen, Jie Liu, Yu Wang, Wenzheng Zhang, Ziming Chi
The opinion entity extraction unit and the relation detection unit are developed as two channels to extract opinion entities and relations simultaneously.