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DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders


Jun 25, 2021
Shuming Ma, Li Dong, Shaohan Huang, Dongdong Zhang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei

* Work in progress 

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XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders


Dec 31, 2020
Shuming Ma, Jian Yang, Haoyang Huang, Zewen Chi, Li Dong, Dongdong Zhang, Hany Hassan Awadalla, Alexandre Muzio, Akiko Eriguchi, Saksham Singhal, Xia Song, Arul Menezes, Furu Wei


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Score Combination for Improved Parallel Corpus Filtering for Low Resource Conditions


Nov 16, 2020
Muhammad N. ElNokrashy, Amr Hendy, Mohamed Abdelghaffar, Mohamed Afify, Ahmed Tawfik, Hany Hassan Awadalla

* Accepted at WMT20 (EMNLP 2020 Fifth Conference on Machine Translation) 

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FastFormers: Highly Efficient Transformer Models for Natural Language Understanding


Oct 26, 2020
Young Jin Kim, Hany Hassan Awadalla

* Accepted to SustaiNLP 2020 at EMNLP 2020 

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Multi-task Learning for Multilingual Neural Machine Translation


Oct 06, 2020
Yiren Wang, ChengXiang Zhai, Hany Hassan Awadalla

* EMNLP 2020 

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Detecting Interrogative Utterances with Recurrent Neural Networks


Nov 16, 2015
Junyoung Chung, Jacob Devlin, Hany Hassan Awadalla

* 6 pages, accepted to NIPS 2015 Workshop on Machine Learning for Spoken Language Understanding and Interaction 

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