Search Results for author: Xiangkai Zeng

Found 3 papers, 1 papers with code

Empirical Evaluation of Active Learning Techniques for Neural MT

no code implementations WS 2019 Xiangkai Zeng, Sarthak Garg, Rajen Chatterjee, Udhyakumar Nallasamy, Matthias Paulik

Finally, we propose a neural extension for an AL sampling method used in the context of phrase-based MT - Round Trip Translation Likelihood (RTTL).

Active Learning Machine Translation +3

Improving Robustness of Neural Machine Translation with Multi-task Learning

1 code implementation WS 2019 Shuyan Zhou, Xiangkai Zeng, Yingqi Zhou, Antonios Anastasopoulos, Graham Neubig

While neural machine translation (NMT) achieves remarkable performance on clean, in-domain text, performance is known to degrade drastically when facing text which is full of typos, grammatical errors and other varieties of noise.

Machine Translation Multi-Task Learning +2

A Unified Framework for Community Detection and Network Representation Learning

no code implementations21 Nov 2016 Cunchao Tu, Xiangkai Zeng, Hao Wang, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Bo Zhang, Leyu Lin

Network representation learning (NRL) aims to learn low-dimensional vectors for vertices in a network.

Social and Information Networks Physics and Society

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