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Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications


Sep 17, 2021
Shuo Sun, Ahmed El-Kishky, Vishrav Chaudhary, James Cross, Francisco Guzmán, Lucia Specia

* EMNLP 2021 

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As Easy as 1, 2, 3: Behavioural Testing of NMT Systems for Numerical Translation


Jul 18, 2021
Jun Wang, Chang Xu, Francisco Guzman, Ahmed El-Kishky, Benjamin I. P. Rubinstein, Trevor Cohn

* Findings of ACL, to appear 

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Putting words into the system's mouth: A targeted attack on neural machine translation using monolingual data poisoning


Jul 12, 2021
Jun Wang, Chang Xu, Francisco Guzman, Ahmed El-Kishky, Yuqing Tang, Benjamin I. P. Rubinstein, Trevor Cohn

* Findings of ACL, to appear 

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Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data


Jun 02, 2021
Wei-Jen Ko, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Naman Goyal, Francisco Guzmán, Pascale Fung, Philipp Koehn, Mona Diab

* ACL 2021 

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XLEnt: Mining a Large Cross-lingual Entity Dataset with Lexical-Semantic-Phonetic Word Alignment


Apr 17, 2021
Ahmed El-Kishky, Adi Renduchintala, James Cross, Francisco Guzmán, Philipp Koehn


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Quality Estimation without Human-labeled Data


Feb 08, 2021
Yi-Lin Tuan, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Francisco Guzmán, Lucia Specia

* Accepted by EACL2021 

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Beyond English-Centric Multilingual Machine Translation


Oct 21, 2020
Angela Fan, Shruti Bhosale, Holger Schwenk, Zhiyi Ma, Ahmed El-Kishky, Siddharth Goyal, Mandeep Baines, Onur Celebi, Guillaume Wenzek, Vishrav Chaudhary, Naman Goyal, Tom Birch, Vitaliy Liptchinsky, Sergey Edunov, Edouard Grave, Michael Auli, Armand Joulin


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Massively Multilingual Document Alignment with Cross-lingual Sentence-Mover's Distance


Jan 31, 2020
Ahmed El-Kishky, Francisco Guzmán


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Mining News Events from Comparable News Corpora: A Multi-Attribute Proximity Network Modeling Approach


Nov 14, 2019
Hyungsul Kim, Ahmed El-Kishky, Xiang Ren, Jiawei Han


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A Massive Collection of Cross-Lingual Web-Document Pairs


Nov 10, 2019
Ahmed El-Kishky, Vishrav Chaudhary, Francisco Guzman, Philipp Koehn


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Leveraging Pretrained Image Classifiers for Language-Based Segmentation


Nov 03, 2019
David Golub, Roberto Martín-Martín, Ahmed El-Kishky, Silvio Savarese


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Facebook AI's WAT19 Myanmar-English Translation Task Submission


Oct 15, 2019
Peng-Jen Chen, Jiajun Shen, Matt Le, Vishrav Chaudhary, Ahmed El-Kishky, Guillaume Wenzek, Myle Ott, Marc'Aurelio Ranzato

* The 6th Workshop on Asian Translation 

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Parsimonious Morpheme Segmentation with an Application to Enriching Word Embeddings


Aug 18, 2019
Ahmed El-Kishky, Frank Xu, Aston Zhang, Jiawei Han


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Integrating Local Context and Global Cohesiveness for Open Information Extraction


Nov 04, 2018
Qi Zhu, Xiang Ren, Jingbo Shang, Yu Zhang, Ahmed El-Kishky, Jiawei Han

* 8 pages + 1 page reference. Accepted to WSDM 2019 

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Scalable Topical Phrase Mining from Text Corpora


Nov 19, 2014
Ahmed El-Kishky, Yanglei Song, Chi Wang, Clare Voss, Jiawei Han

* Proceedings of the VLDB Endowment, Vol. 8(3), pp. 305 - 316, 2014 

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