377 citations · 1.1k across the 43 of their papers we have counts for
6 papers · 2 filters
Accurate Word Representations with Universal Visual Guidance
Zhuosheng Zhang, Haojie Yu, Hai Zhao +2
Word representation is a fundamental component in neural language understanding models. Recently, pre-trained language models (PrLMs) offer a new performant method of contextualize…
High-order Semantic Role Labeling
Zuchao Li, Hai Zhao, Rui Wang +1
Semantic role labeling is primarily used to identify predicates, arguments, and their semantic relationships. Due to the limitations of modeling methods and the conditions of pre-i…
Graph-to-Sequence Neural Machine Translation
Sufeng Duan, Hai Zhao, Rui Wang
Neural machine translation (NMT) usually works in a seq2seq learning way by viewing either source or target sentence as a linear sequence of words, which can be regarded as a speci…
Syntax-aware Data Augmentation for Neural Machine Translation
Sufeng Duan, Hai Zhao, Dongdong Zhang +1
Data augmentation is an effective performance enhancement in neural machine translation (NMT) by generating additional bilingual data. In this paper, we propose a novel data augmen…
Multi-Domain Dialogue Acts and Response Co-Generation
Kai Wang, Junfeng Tian, Rui Wang +2
Generating fluent and informative responses is of critical importance for task-oriented dialogue systems. Existing pipeline approaches generally predict multiple dialogue acts firs…
Relational Graph Attention Network for Aspect-based Sentiment Analysis
Kai Wang, Weizhou Shen, Yunyi Yang +2
Aspect-based sentiment analysis aims to determine the sentiment polarity towards a specific aspect in online reviews. Most recent efforts adopt attention-based neural network model…