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To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging


Oct 27, 2020
Kasturi Bhattacharjee, Miguel Ballesteros, Rishita Anubhai, Smaranda Muresan, Jie Ma, Faisal Ladhak, Yaser Al-Onaizan

* Accepted in the Proceedings of 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020)(https://2020.emnlp.org/papers/main

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Resource-Enhanced Neural Model for Event Argument Extraction


Oct 06, 2020
Jie Ma, Shuai Wang, Rishita Anubhai, Miguel Ballesteros, Yaser Al-Onaizan

* Findings of EMNLP 2020 

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Exploring Content Selection in Summarization of Novel Chapters


May 07, 2020
Faisal Ladhak, Bryan Li, Yaser Al-Onaizan, Kathleen McKeown

* Accepted to ACL 2020 

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Words aren't enough, their order matters: On the Robustness of Grounding Visual Referring Expressions


May 04, 2020
Arjun R Akula, Spandana Gella, Yaser Al-Onaizan, Song-Chun Zhu, Siva Reddy

* ACL 2020 

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Evaluating Robustness to Input Perturbations for Neural Machine Translation


May 01, 2020
Xing Niu, Prashant Mathur, Georgiana Dinu, Yaser Al-Onaizan

* Accepted at ACL 2020 

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Joint translation and unit conversion for end-to-end localization


Apr 10, 2020
Georgiana Dinu, Prashant Mathur, Marcello Federico, Stanislas Lauly, Yaser Al-Onaizan


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Severing the Edge Between Before and After: Neural Architectures for Temporal Ordering of Events


Apr 08, 2020
Miguel Ballesteros, Rishita Anubhai, Shuai Wang, Nima Pourdamghani, Yogarshi Vyas, Jie Ma, Parminder Bhatia, Kathleen McKeown, Yaser Al-Onaizan


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Robustness to Capitalization Errors in Named Entity Recognition


Nov 13, 2019
Sravan Bodapati, Hyokun Yun, Yaser Al-Onaizan

* http://noisy-text.github.io/2019/ 
* Accepted to EMNLP 2019 Workshop : W-NUT 2019 5th Workshop on Noisy User Generated Text 

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Neural Word Decomposition Models for Abusive Language Detection


Oct 02, 2019
Sravan Babu Bodapati, Spandana Gella, Kasturi Bhattacharjee, Yaser Al-Onaizan

* https://www.aclweb.org/anthology/events/acl-2019/ 
* Accepted at ALW Workshop at ACL2019, Florence; BERT has a WordPiece model and it enhances performance of word based models in noisy settings 

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Training Neural Machine Translation To Apply Terminology Constraints


Jun 03, 2019
Georgiana Dinu, Prashant Mathur, Marcello Federico, Yaser Al-Onaizan

* Accepted as a short paper at ACL 2019 

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Ensemble Distillation for Neural Machine Translation


Aug 08, 2017
Markus Freitag, Yaser Al-Onaizan, Baskaran Sankaran


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AMR Parsing using Stack-LSTMs


Aug 02, 2017
Miguel Ballesteros, Yaser Al-Onaizan

* EMNLP 2017 

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Beam Search Strategies for Neural Machine Translation


Jun 14, 2017
Markus Freitag, Yaser Al-Onaizan

* First Workshop on Neural Machine Translation, 2017 

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Attention-based Vocabulary Selection for NMT Decoding


Jun 12, 2017
Baskaran Sankaran, Markus Freitag, Yaser Al-Onaizan

* Submitted to Second Conference on Machine Translation (WMT-17); 7 pages 

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Fast Domain Adaptation for Neural Machine Translation


Dec 20, 2016
Markus Freitag, Yaser Al-Onaizan


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Temporal Attention Model for Neural Machine Translation


Aug 09, 2016
Baskaran Sankaran, Haitao Mi, Yaser Al-Onaizan, Abe Ittycheriah

* 8 pages 

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Zero-Resource Translation with Multi-Lingual Neural Machine Translation


Jun 13, 2016
Orhan Firat, Baskaran Sankaran, Yaser Al-Onaizan, Fatos T. Yarman Vural, Kyunghyun Cho


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