35 citations · 35 across the 3 of their papers we have counts for
5 papers · 1 filter
Neural Sequence Segmentation as Determining the Leftmost Segments
Yangming Li, Lemao Liu, Kaisheng Yao
Prior methods to text segmentation are mostly at token level. Despite the adequacy, this nature limits their full potential to capture the long-term dependencies among segments. In…
Interpretable NLG for Task-oriented Dialogue Systems with Heterogeneous Rendering Machines
Yangming Li, Kaisheng Yao
End-to-end neural networks have achieved promising performances in natural language generation (NLG). However, they are treated as black boxes and lack interpretability. To address…
Rewriter-Evaluator Architecture for Neural Machine Translation
Yangming Li, Kaisheng Yao
Encoder-decoder has been widely used in neural machine translation (NMT). A few methods have been proposed to improve it with multiple passes of decoding. However, their full poten…
An Attentional Neural Conversation Model with Improved Specificity
Kaisheng Yao, Baolin Peng, Geoffrey Zweig +1
In this paper we propose a neural conversation model for conducting dialogues. We demonstrate the use of this model to generate help desk responses, where users are asking question…
Recurrent Neural Networks with External Memory for Language Understanding
Baolin Peng, Kaisheng Yao
Recurrent Neural Networks (RNNs) have become increasingly popular for the task of language understanding. In this task, a semantic tagger is deployed to associate a semantic label…