64 citations · 109 across the 5 of their papers we have counts for
5 papers
Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives
Yi Tay, Shuohang Wang, Luu Anh Tuan +6
This paper tackles the problem of reading comprehension over long narratives where documents easily span over thousands of tokens. We propose a curriculum learning (CL) based Point…
Pair-Linking for Collective Entity Disambiguation: Two Could Be Better Than All
Minh C. Phan, Aixin Sun, Yi Tay +2
Collective entity disambiguation aims to jointly resolve multiple mentions by linking them to their associated entities in a knowledge base. Previous works are primarily based on t…
SkipFlow: Incorporating Neural Coherence Features for End-to-End Automatic Text Scoring
Yi Tay, Minh C. Phan, Luu Anh Tuan +1
Deep learning has demonstrated tremendous potential for Automatic Text Scoring (ATS) tasks. In this paper, we describe a new neural architecture that enhances vanilla neural networ…
Multi-task Neural Network for Non-discrete Attribute Prediction in Knowledge Graphs
Yi Tay, Luu Anh Tuan, Minh C. Phan +1
Many popular knowledge graphs such as Freebase, YAGO or DBPedia maintain a list of non-discrete attributes for each entity. Intuitively, these attributes such as height, price or p…
Learning to Rank Question Answer Pairs with Holographic Dual LSTM Architecture
Yi Tay, Minh C. Phan, Luu Anh Tuan +1
We describe a new deep learning architecture for learning to rank question answer pairs. Our approach extends the long short-term memory (LSTM) network with holographic composition…