no code implementations • ACL 2019 • Minh C. Phan, Aixin Sun, Yi Tay
Moreover, our proposed method is also able to compute meaningful representations for unseen names, resulting in high practical utility in real-world applications.
no code implementations • ACL 2019 • Yi Tay, Shuohang Wang, Luu Anh Tuan, Jie Fu, Minh C. Phan, Xingdi Yuan, Jinfeng Rao, Siu Cheung Hui, Aston Zhang
This paper tackles the problem of reading comprehension over long narratives where documents easily span over thousands of tokens.
no code implementations • 4 Feb 2018 • Minh C. Phan, Aixin Sun, Yi Tay, Jialong Han, Chenliang Li
For the first time, we show that the semantic relationships between the mentioned entities are in fact less dense than expected.
1 code implementation • 14 Nov 2017 • Yi Tay, Minh C. Phan, Luu Anh Tuan, Siu Cheung Hui
Our new method proposes a new \textsc{SkipFlow} mechanism that models relationships between snapshots of the hidden representations of a long short-term memory (LSTM) network as it reads.
Ranked #4 on Automated Essay Scoring on ASAP
no code implementations • 16 Aug 2017 • Yi Tay, Luu Anh Tuan, Minh C. Phan, Siu Cheung Hui
Unfortunately, many state-of-the-art relational learning models ignore this information due to the challenging nature of dealing with non-discrete data types in the inherently binary-natured knowledge graphs.
1 code implementation • 23 Oct 2016 • Minh C. Phan, Yi Tay, Tuan-Anh Nguyen Pham
We describe the 1st place winning approach for the CIKM Cup 2016 Challenge.