10 citations · 12 across the 3 of their papers we have counts for
Showing 2018 · cs.CLShow all
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cs.CL2018
Meta-Learning for Low-Resource Neural Machine Translation
Jiatao Gu, Yong Wang, Yun Chen +2
In this paper, we propose to extend the recently introduced model-agnostic meta-learning algorithm (MAML) for low-resource neural machine translation (NMT). We frame low-resource t…
cs.CL2018
A Stable and Effective Learning Strategy for Trainable Greedy Decoding
Yun Chen, Victor O. K. Li, Kyunghyun Cho +1
Beam search is a widely used approximate search strategy for neural network decoders, and it generally outperforms simple greedy decoding on tasks like machine translation. However…
cs.CL2018
Zero-Resource Neural Machine Translation with Multi-Agent Communication Game
Yun Chen, Yang Liu, Victor O. K. Li
While end-to-end neural machine translation (NMT) has achieved notable success in the past years in translating a handful of resource-rich language pairs, it still suffers from the…