Xiang Kong | DeepAI

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Graham Neubig
243 publications
Luke Zettlemoyer
160 publications
Han Zhang
115 publications
Tong Zhang
99 publications
Shuming Shi
83 publications
Zhaopeng Tu
78 publications
Yiming Yang
76 publications
Antonios Anastasopoulos
66 publications
Jiatao Gu
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Irfan Essa
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Xian Li
56 publications

∙ 09/21/2022

Mega: Moving Average Equipped Gated Attention

The design choices in the Transformer attention mechanism, including wea...

2 Xuezhe Ma, et al. ∙

∙ 06/05/2022

Multilingual Neural Machine Translation with Deep Encoder and Multiple Shallow Decoders

Recent work in multilingual translation advances translation quality sur...

27 Xiang Kong, et al. ∙

∙ 12/09/2021

BLT: Bidirectional Layout Transformer for Controllable Layout Generation

Creating visual layouts is an important step in graphic design. Automati...

15 Xiang Kong, et al. ∙

∙ 06/03/2021

Luna: Linear Unified Nested Attention

The quadratic computational and memory complexities of the Transformer's...

31 Xuezhe Ma, et al. ∙

∙ 12/31/2020

Fully Non-autoregressive Neural Machine Translation: Tricks of the Trade

Fully non-autoregressive neural machine translation (NAT) is proposed to...

0 Jiatao Gu, et al. ∙

∙ 09/28/2020

Deep Transformers with Latent Depth

The Transformer model has achieved state-of-the-art performance in many ...

0 Xian Li, et al. ∙

∙ 11/11/2019

Decompressing Knowledge Graph Representations for Link Prediction

This paper studies the problem of predicting missing relationships betwe...

0 Xiang Kong, et al. ∙

∙ 06/10/2019

Generalized Data Augmentation for Low-Resource Translation

Translation to or from low-resource languages LRLs poses challenges for ...

0 Mengzhou Xia, et al. ∙

∙ 01/22/2019

An Adversarial Approach to High-Quality, Sentiment-Controlled Neural Dialogue Generation

In this work, we propose a method for neural dialogue response generatio...

0 Xiang Kong, et al. ∙

∙ 11/21/2018

Neural Machine Translation with Adequacy-Oriented Learning

Although Neural Machine Translation (NMT) models have advanced state-of-...

10 Xiang Kong, et al. ∙

∙ 09/25/2018

Fast and Simple Mixture of Softmaxes with BPE and Hybrid-LightRNN for Language Generation

Mixture of Softmaxes (MoS) has been shown to be effective at addressing ...

0 Xiang Kong, et al. ∙

∙ 12/13/2016

Performance Improvements of Probabilistic Transcript-adapted ASR with Recurrent Neural Network and Language-specific Constraints

Mismatched transcriptions have been proposed as a mean to acquire probab...

0 Xiang Kong, et al. ∙

∙ 12/13/2016

Evaluating Automatic Speech Recognition Systems in Comparison With Human Perception Results Using Distinctive Feature Measures

This paper describes methods for evaluating automatic speech recognition...

0 Xiang Kong, et al. ∙

∙ 11/10/2016

Landmark-based consonant voicing detection on multilingual corpora

This paper tests the hypothesis that distinctive feature classifiers anc...

0 Xiang Kong, et al. ∙

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