no code implementations • 7 Mar 2023 • Li Jinli, Yuan Ye
However, such a model commonly encounters the problem of slow convergence because a standard SGD algorithm learns a latent factor relying on the stochastic gradient of current instance error only without considering past update information.
no code implementations • 3 Aug 2022 • Zhou Yue, Liu ZhiGang, Yuan Ye
With the development of blockchain technology, the cryptocurrency based on blockchain technology is becoming more and more popular.
1 code implementation • ACL 2022 • Quzhe Huang, Shibo Hao, Yuan Ye, Shengqi Zhu, Yansong Feng, Dongyan Zhao
DocRED is a widely used dataset for document-level relation extraction.
1 code implementation • ACL 2021 • Quzhe Huang, Shengqi Zhu, Yansong Feng, Yuan Ye, Yuxuan Lai, Dongyan Zhao
Document-level Relation Extraction (RE) is a more challenging task than sentence RE as it often requires reasoning over multiple sentences.
Ranked #48 on Relation Extraction on DocRED
1 code implementation • 26 Nov 2019 • Yuan Ye, Yansong Feng, Bingfeng Luo, Yuxuan Lai, Dongyan Zhao
However, such models often make predictions for each entity pair individually, thus often fail to solve the inconsistency among different predictions, which can be characterized by discrete relation constraints.
1 code implementation • 18 Sep 2018 • Qi Huang, Zhanghao Chen, Zijie Lu, Yuan Ye
We then run prediction tasks (sen- tence length, word content, phrase content and word order) using the obtained representation to look into the specific type of information captured in the representation.
no code implementations • ACL 2018 • Yanyan Jia, Yuan Ye, Yansong Feng, Yuxuan Lai, Rui Yan, Dongyan Zhao
Identifying long-span dependencies between discourse units is crucial to improve discourse parsing performance.