6 citations · 13 across the 6 of their papers we have counts for
6 papers
Towards Higher Pareto Frontier in Multilingual Machine Translation
Yichong Huang, Xiaocheng Feng, Xinwei Geng +2
Multilingual neural machine translation has witnessed remarkable progress in recent years. However, the long-tailed distribution of multilingual corpora poses a challenge of Pareto…
Unifying the Convergences in Multilingual Neural Machine Translation
Yichong Huang, Xiaocheng Feng, Xinwei Geng +1
Although all-in-one-model multilingual neural machine translation (multilingual NMT) has achieved remarkable progress, the convergence inconsistency in the joint training is ignore…
Dialogue Discourse-Aware Graph Model and Data Augmentation for Meeting Summarization
Xiachong Feng, Xiaocheng Feng, Bing Qin +1
Meeting summarization is a challenging task due to its dynamic interaction nature among multiple speakers and lack of sufficient training data. Existing methods view the meeting as…
How Does Selective Mechanism Improve Self-Attention Networks?
Xinwei Geng, Longyue Wang, Xing Wang +3
Self-attention networks (SANs) with selective mechanism has produced substantial improvements in various NLP tasks by concentrating on a subset of input words. However, the underly…
Learning to Refine Source Representations for Neural Machine Translation
Xinwei Geng, Longyue Wang, Xing Wang +3
Neural machine translation (NMT) models generally adopt an encoder-decoder architecture for modeling the entire translation process. The encoder summarizes the representation of in…
A Planning based Framework for Essay Generation
Bing Qin, Duyu Tang, Xinwei Geng +3
Generating an article automatically with computer program is a challenging task in artificial intelligence and natural language processing. In this paper, we target at essay genera…