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OCR Post Correction for Endangered Language Texts

Nov 10, 2020
Shruti Rijhwani, Antonios Anastasopoulos, Graham Neubig

* Accepted to EMNLP 2020 

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Reducing Confusion in Active Learning for Part-Of-Speech Tagging

Nov 02, 2020
Aditi Chaudhary, Antonios Anastasopoulos, Zaid Sheikh, Graham Neubig

* To appear in TACL 2020. This is a pre-MIT Press publication version 

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X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models

Oct 27, 2020
Zhengbao Jiang, Antonios Anastasopoulos, Jun Araki, Haibo Ding, Graham Neubig

* EMNLP 2020 

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Comparison of Interactive Knowledge Base Spelling Correction Models for Low-Resource Languages

Oct 20, 2020
Yiyuan Li, Antonios Anastasopoulos, Alan W Black

* 9 pages 

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Multilingual Factual Knowledge Retrieval from Pretrained Language Models

Oct 13, 2020
Zhengbao Jiang, Antonios Anastasopoulos, Jun Araki, Haibo Ding, Graham Neubig

* EMNLP 2020 

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It's not a Non-Issue: Negation as a Source of Error in Machine Translation

Oct 12, 2020
Md Mosharaf Hossain, Antonios Anastasopoulos, Eduardo Blanco, Alexis Palmer

* Accepted at the Findings of EMNLP2020 

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Automatic Extraction of Rules Governing Morphological Agreement

Oct 06, 2020
Aditi Chaudhary, Antonios Anastasopoulos, Adithya Pratapa, David R. Mortensen, Zaid Sheikh, Yulia Tsvetkov, Graham Neubig

* Accepted at EMNLP 2020 

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SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection

Jul 14, 2020
Ekaterina Vylomova, Jennifer White, Elizabeth Salesky, Sabrina J. Mielke, Shijie Wu, Edoardo Ponti, Rowan Hall Maudslay, Ran Zmigrod, Josef Valvoda, Svetlana Toldova, Francis Tyers, Elena Klyachko, Ilya Yegorov, Natalia Krizhanovsky, Paula Czarnowska, Irene Nikkarinen, Andrew Krizhanovsky, Tiago Pimentel, Lucas Torroba Hennigen, Christo Kirov, Garrett Nicolai, Adina Williams, Antonios Anastasopoulos, Hilaria Cruz, Eleanor Chodroff, Ryan Cotterell, Miikka Silfverberg, Mans Hulden

* 39 pages, SIGMORPHON 

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TICO-19: the Translation Initiative for Covid-19

Jul 06, 2020
Antonios Anastasopoulos, Alessandro Cattelan, Zi-Yi Dou, Marcello Federico, Christian Federman, Dmitriy Genzel, Francisco Guzm√°n, Junjie Hu, Macduff Hughes, Philipp Koehn, Rosie Lazar, Will Lewis, Graham Neubig, Mengmeng Niu, Alp √Ėktem, Eric Paquin, Grace Tang, Sylwia Tur


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It's Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information

May 17, 2020
Emanuele Bugliarello, Sabrina J. Mielke, Antonios Anastasopoulos, Ryan Cotterell, Naoaki Okazaki

* Accepted at ACL 2020 

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Predicting Performance for Natural Language Processing Tasks

May 02, 2020
Mengzhou Xia, Antonios Anastasopoulos, Ruochen Xu, Yiming Yang, Graham Neubig

* Accepted at ACL'20 

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Practical Comparable Data Collection for Low-Resource Languages via Images

Apr 28, 2020
Aman Madaan, Shruti Rijhwani, Antonios Anastasopoulos, Yiming Yang, Graham Neubig

* Accepted for poster presentation at the Practical Machine Learning for Developing Countries (PML4DC) workshop, ICLR 2020 

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A Summary of the First Workshop on Language Technology for Language Documentation and Revitalization

Apr 27, 2020
Graham Neubig, Shruti Rijhwani, Alexis Palmer, Jordan MacKenzie, Hilaria Cruz, Xinjian Li, Matthew Lee, Aditi Chaudhary, Luke Gessler, Steven Abney, Shirley Anugrah Hayati, Antonios Anastasopoulos, Olga Zamaraeva, Emily Prud'hommeaux, Jennette Child, Sara Child, Rebecca Knowles, Sarah Moeller, Jeffrey Micher, Yiyuan Li, Sydney Zink, Mengzhou Xia, Roshan S Sharma, Patrick Littell

* Accepted at SLTU-CCURL 2020 

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AlloVera: A Multilingual Allophone Database

Apr 17, 2020
David R. Mortensen, Xinjian Li, Patrick Littell, Alexis Michaud, Shruti Rijhwani, Antonios Anastasopoulos, Alan W. Black, Florian Metze, Graham Neubig

* 8 pages, LREC 2020 

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Dynamic Data Selection and Weighting for Iterative Back-Translation

Apr 07, 2020
Zi-Yi Dou, Antonios Anastasopoulos, Graham Neubig


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A Resource for Studying Chatino Verbal Morphology

Apr 05, 2020
Hilaria Cruz, Gregory Stump, Antonios Anastasopoulos

* accepted at LREC 2020 

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Universal Phone Recognition with a Multilingual Allophone System

Feb 26, 2020
Xinjian Li, Siddharth Dalmia, Juncheng Li, Matthew Lee, Patrick Littell, Jiali Yao, Antonios Anastasopoulos, David R. Mortensen, Graham Neubig, Alan W Black, Florian Metze

* ICASSP 2020 

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Towards Minimal Supervision BERT-based Grammar Error Correction

Jan 10, 2020
Yiyuan Li, Antonios Anastasopoulos, Alan W Black


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Towards Robust Toxic Content Classification

Dec 14, 2019
Keita Kurita, Anna Belova, Antonios Anastasopoulos

* to appear at EDSMLS 2020 

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A Resource for Computational Experiments on Mapudungun

Dec 04, 2019
Mingjun Duan, Carlos Fasola, Sai Krishna Rallabandi, Rodolfo M. Vega, Antonios Anastasopoulos, Lori Levin, Alan W Black

* preprint 

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Optimizing Data Usage via Differentiable Rewards

Nov 22, 2019
Xinyi Wang, Hieu Pham, Paul Michel, Antonios Anastasopoulos, Graham Neubig, Jaime Carbonell


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Should All Cross-Lingual Embeddings Speak English?

Nov 08, 2019
Antonios Anastasopoulos, Graham Neubig

* pre-print 

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Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings

Aug 27, 2019
Zi-Yi Dou, Junjie Hu, Antonios Anastasopoulos, Graham Neubig

* EMNLP 2019 

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Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks

Aug 27, 2019
Zi-Yi Dou, Keyi Yu, Antonios Anastasopoulos

* EMNLP 2019 

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Pushing the Limits of Low-Resource Morphological Inflection

Aug 20, 2019
Antonios Anastasopoulos, Graham Neubig

* to appear at EMNLP 2019 

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Findings of the First Shared Task on Machine Translation Robustness

Jul 03, 2019
Xian Li, Paul Michel, Antonios Anastasopoulos, Yonatan Belinkov, Nadir Durrani, Orhan Firat, Philipp Koehn, Graham Neubig, Juan Pino, Hassan Sajjad


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