20 citations · 42 across the 8 of their papers we have counts for
8 papers
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding
Niranjan Uma Naresh, Ziyan Jiang, Ankit +4
Conversational understanding is an integral part of modern intelligent devices. In a large fraction of the global traffic from customers using smart digital assistants, frictions i…
Improving Mandarin Speech Recogntion with Block-augmented Transformer
Xiaoming Ren, Huifeng Zhu, Liuwei Wei +2
Recently Convolution-augmented Transformer (Conformer) has shown promising results in Automatic Speech Recognition (ASR), outperforming the previous best published Transformer Tran…
Optimal Quaternary (r,delta)-Locally Repairable Codes Achieving the Singleton-type Bound
Kenneth W. Shum, Jie Hao
Locally repairable codes enables fast repair of node failure in a distributed storage system. The code symbols in a codeword are stored in different storage nodes, such that a disk…
Robust Dialogue Utterance Rewriting as Sequence Tagging
Jie Hao, Linfeng Song, Liwei Wang +3
The task of dialogue rewriting aims to reconstruct the latest dialogue utterance by copying the missing content from the dialogue context. Until now, the existing models for this t…
Multi-Granularity Self-Attention for Neural Machine Translation
Jie Hao, Xing Wang, Shuming Shi +2
Current state-of-the-art neural machine translation (NMT) uses a deep multi-head self-attention network with no explicit phrase information. However, prior work on statistical mach…
Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons
Jie Hao, Xing Wang, Shuming Shi +2
Recent studies have shown that a hybrid of self-attention networks (SANs) and recurrent neural networks (RNNs) outperforms both individual architectures, while not much is known ab…
Constructions of Optimal Cyclic Locally Repairable Codes
Bin Chen, Shu-Tao Xia, Jie Hao +1
A code is said to be a -local locally repairable code (LRC) if each of its coordinates can be repaired by accessing at most other coordinates. When some of the coordinat…
Local Translation Prediction with Global Sentence Representation
Jiajun Zhang
Statistical machine translation models have made great progress in improving the translation quality. However, the existing models predict the target translation with only the sour…