565 citations · 3k across the 108 of their papers we have counts for
12 papers · 1 filter
Truth Discovery with Memory Network
Luyang Li, Bing Qin, Wenjing Ren +1
Truth discovery is to resolve conflicts and find the truth from multiple-source statements. Conventional methods mostly research based on the mutual effect between the reliability…
A General Framework for Content-enhanced Network Representation Learning
Xiaofei Sun, Jiang Guo, Xiao Ding +1
This paper investigates the problem of network embedding, which aims at learning low-dimensional vector representation of nodes in networks. Most existing network embedding methods…
Learning to Start for Sequence to Sequence Architecture
Qingfu Zhu, Weinan Zhang, Lianqiang Zhou +1
The sequence to sequence architecture is widely used in the response generation and neural machine translation to model the potential relationship between two sentences. It typical…
Attention-over-Attention Neural Networks for Reading Comprehension
Yiming Cui, Zhipeng Chen, Si Wei +3
Cloze-style queries are representative problems in reading comprehension. Over the past few months, we have seen much progress that utilizing neural network approach to solve Cloze…
Consensus Attention-based Neural Networks for Chinese Reading Comprehension
Yiming Cui, Ting Liu, Zhipeng Chen +2
Reading comprehension has embraced a booming in recent NLP research. Several institutes have released the Cloze-style reading comprehension data, and these have greatly accelerated…
Exploiting Multi-typed Treebanks for Parsing with Deep Multi-task Learning
Jiang Guo, Wanxiang Che, Haifeng Wang +1
Various treebanks have been released for dependency parsing. Despite that treebanks may belong to different languages or have different annotation schemes, they contain syntactic k…