193 citations · 1.5k across the 86 of their papers we have counts for
5 papers · 1 filter
Interactive Attention for Neural Machine Translation
Fandong Meng, Zhengdong Lu, Hang Li +1
Conventional attention-based Neural Machine Translation (NMT) conducts dynamic alignment in generating the target sentence. By repeatedly reading the representation of source sente…
Memory-enhanced Decoder for Neural Machine Translation
Mingxuan Wang, Zhengdong Lu, Hang Li +1
We propose to enhance the RNN decoder in a neural machine translator (NMT) with external memory, as a natural but powerful extension to the state in the decoding RNN. This memory-e…
Automatic Construction of Discourse Corpora for Dialogue Translation
Longyue Wang, Xiaojun Zhang, Zhaopeng Tu +2
In this paper, a novel approach is proposed to automatically construct parallel discourse corpus for dialogue machine translation. Firstly, the parallel subtitle data and its corre…
A Novel Approach to Dropped Pronoun Translation
Longyue Wang, Zhaopeng Tu, Xiaojun Zhang +3
Dropped Pronouns (DP) in which pronouns are frequently dropped in the source language but should be retained in the target language are challenge in machine translation. In respons…
Variational Neural Discourse Relation Recognizer
Biao Zhang, Deyi Xiong, Jinsong Su +4
Implicit discourse relation recognition is a crucial component for automatic discourselevel analysis and nature language understanding. Previous studies exploit discriminative mode…