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10/22/2022
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding
Conversational understanding is an integral part of modern intelligent d...
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07/24/2022
Improving Mandarin Speech Recogntion with Block-augmented Transformer
Recently Convolution-augmented Transformer (Conformer) has shown promisi...
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12/10/2021
Optimal Quaternary (r,delta)-Locally Repairable Codes Achieving the Singleton-type Bound
Locally repairable codes enables fast repair of node failure in a distri...
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12/29/2020
Robust Dialogue Utterance Rewriting as Sequence Tagging
The task of dialogue rewriting aims to reconstruct the latest dialogue u...
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09/05/2019
Multi-Granularity Self-Attention for Neural Machine Translation
Current state-of-the-art neural machine translation (NMT) uses a deep mu...
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09/04/2019
Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons
Recent studies have shown that a hybrid of self-attention networks (SANs...
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05/09/2019
On the Efficacy of Monte Carlo Implementation of CAVI
In Variational Inference (VI), coordinate-ascent and gradient-based appr...
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04/05/2019