83 citations · 83 across the 1 of their papers we have counts for
2 papers
cs.CL2019★ 1 cited
Learning to Stop in Structured Prediction for Neural Machine Translation
Mingbo Ma, Renjie Zheng, Liang Huang
Beam search optimization resolves many issues in neural machine translation. However, this method lacks principled stopping criteria and does not learn how to stop during training,…
cs.CL2016★ 83 cited
Classify or Select: Neural Architectures for Extractive Document Summarization
Ramesh Nallapati, Bowen Zhou, Mingbo Ma
We present two novel and contrasting Recurrent Neural Network (RNN) based architectures for extractive summarization of documents. The Classifier based architecture sequentially ac…