WikiAsp: A Dataset for Multi-domain Aspect-based Summarization

Nov 16, 2020
Hiroaki Hayashi, Prashant Budania, Peng Wang, Chris Ackerson, Raj Neervannan, Graham Neubig

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* Transaction of the ACL 

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Interpretable Multi-dataset Evaluation for Named Entity Recognition

Nov 13, 2020
Jinlan Fu, Pengfei Liu, Graham Neubig

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* Accepted by EMNLP 2020 

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OCR Post Correction for Endangered Language Texts

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

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* Accepted to EMNLP 2020 

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Weakly- and Semi-supervised Evidence Extraction

Nov 03, 2020
Danish Pruthi, Bhuwan Dhingra, Graham Neubig, Zachary C. Lipton

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* Accepted to the Findings of EMNLP 2020, to be presented at BlackBoxNLP 

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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

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* 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

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* EMNLP 2020 

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On Learning Text Style Transfer with Direct Rewards

Oct 24, 2020
Yixin Liu, Graham Neubig, John Wieting

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NeuSpell: A Neural Spelling Correction Toolkit

Oct 21, 2020
Sai Muralidhar Jayanthi, Danish Pruthi, Graham Neubig

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* Accepted at EMNLP 2020 (system demonstrations) 

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GSum: A General Framework for Guided Neural Abstractive Summarization

Oct 15, 2020
Zi-Yi Dou, Pengfei Liu, Hiroaki Hayashi, Zhengbao Jiang, Graham Neubig

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Explicit Alignment Objectives for Multilingual Bidirectional Encoders

Oct 15, 2020
Junjie Hu, Melvin Johnson, Orhan Firat, Aditya Siddhant, Graham Neubig

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Re-evaluating Evaluation in Text Summarization

Oct 14, 2020
Manik Bhandari, Pranav Gour, Atabak Ashfaq, Pengfei Liu, Graham Neubig

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* Accepted at EMNLP 2020 

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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

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* EMNLP 2020 

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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

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* Accepted at EMNLP 2020 

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Improving Target-side Lexical Transfer in Multilingual Neural Machine Translation

Oct 04, 2020
Luyu Gao, Xinyi Wang, Graham Neubig

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* Accepted to Findings of EMNLP 2020 

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The Return of Lexical Dependencies: Neural Lexicalized PCFGs

Jul 29, 2020
Hao Zhu, Yonatan Bisk, Graham Neubig

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* Accepted at TACL 2020 

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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 Guzmán, Junjie Hu, Macduff Hughes, Philipp Koehn, Rosie Lazar, Will Lewis, Graham Neubig, Mengmeng Niu, Alp Öktem, Eric Paquin, Grace Tang, Sylwia Tur

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Learning Sparse Prototypes for Text Generation

Jun 29, 2020
Junxian He, Taylor Berg-Kirkpatrick, Graham Neubig

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* 8 pages of main content 

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TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data

May 17, 2020
Pengcheng Yin, Graham Neubig, Wen-tau Yih, Sebastian Riedel

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* To Appear at ACL 2020 

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Balancing Training for Multilingual Neural Machine Translation

May 12, 2020
Xinyi Wang, Yulia Tsvetkov, Graham Neubig

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* Accepted at ACL 2020 

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Soft Gazetteers for Low-Resource Named Entity Recognition

May 04, 2020
Shruti Rijhwani, Shuyan Zhou, Graham Neubig, Jaime Carbonell

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* 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

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* Accepted at ACL'20 

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A Benchmark for Structured Procedural Knowledge Extraction from Cooking Videos

May 02, 2020
Frank F. Xu, Lei Ji, Botian Shi, Junyi Du, Graham Neubig, Yonatan Bisk, Nan Duan

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Politeness Transfer: A Tag and Generate Approach

May 01, 2020
Aman Madaan, Amrith Setlur, Tanmay Parekh, Barnabas Poczos, Graham Neubig, Yiming Yang, Ruslan Salakhutdinov, Alan W Black, Shrimai Prabhumoye

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* To appear at ACL 2020 

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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

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* 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

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* Accepted at SLTU-CCURL 2020 

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Incorporating External Knowledge through Pre-training for Natural Language to Code Generation

Apr 20, 2020
Frank F. Xu, Zhengbao Jiang, Pengcheng Yin, Bogdan Vasilescu, Graham Neubig

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* Accepted by ACL 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

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* 8 pages, LREC 2020 

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