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Efficient Test Time Adapter Ensembling for Low-resource Language Varieties


Sep 10, 2021
Xinyi Wang, Yulia Tsvetkov, Sebastian Ruder, Graham Neubig

* EMNLP 2021 Findings 

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AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages


Sep 10, 2021
Machel Reid, Junjie Hu, Graham Neubig, Yutaka Matsuo

* EMNLP 2021 

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Efficient Nearest Neighbor Language Models


Sep 09, 2021
Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick

* EMNLP 2021 

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Distributionally Robust Multilingual Machine Translation


Sep 09, 2021
Chunting Zhou, Daniel Levy, Xian Li, Marjan Ghazvininejad, Graham Neubig

* Long paper accepted by EMNLP2021 main conference 

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Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing


Jul 28, 2021
Pengfei Liu, Weizhe Yuan, Jinlan Fu, Zhengbao Jiang, Hiroaki Hayashi, Graham Neubig

* Website: http://pretrain.nlpedia.ai/ 

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Few-shot Language Coordination by Modeling Theory of Mind


Jul 12, 2021
Hao Zhu, Graham Neubig, Yonatan Bisk

* Thirty-eighth International Conference on Machine Learning (ICML 2021) 

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BARTScore: Evaluating Generated Text as Text Generation


Jun 22, 2021
Weizhe Yuan, Graham Neubig, Pengfei Liu

* Demo at http://explainaboard.nlpedia.ai/leaderboard/task-meval/ 

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Phrase-level Active Learning for Neural Machine Translation


Jun 21, 2021
Junjie Hu, Graham Neubig


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Examining and Combating Spurious Features under Distribution Shift


Jun 14, 2021
Chunting Zhou, Xuezhe Ma, Paul Michel, Graham Neubig

* Accepted by ICML2021 

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CitationIE: Leveraging the Citation Graph for Scientific Information Extraction


Jun 03, 2021
Vijay Viswanathan, Graham Neubig, Pengfei Liu

* ACL-IJCNLP 2021 camera-ready (long paper in main conference) 

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Measuring and Increasing Context Usage in Context-Aware Machine Translation


Jun 02, 2021
Patrick Fernandes, Kayo Yin, Graham Neubig, André F. T. Martins

* ACL 2021 

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Do Context-Aware Translation Models Pay the Right Attention?


May 21, 2021
Kayo Yin, Patrick Fernandes, Danish Pruthi, Aditi Chaudhary, André F. T. Martins, Graham Neubig

* Accepted to ACL 2021 

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Data Augmentation for Sign Language Gloss Translation


May 16, 2021
Amit Moryossef, Kayo Yin, Graham Neubig, Yoav Goldberg

* 4 pages, 1 page abstract 

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Paraphrastic Representations at Scale


Apr 30, 2021
John Wieting, Kevin Gimpel, Graham Neubig, Taylor Berg-Kirkpatrick


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AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages


Apr 18, 2021
Abteen Ebrahimi, Manuel Mager, Arturo Oncevay, Vishrav Chaudhary, Luis Chiruzzo, Angela Fan, John Ortega, Ricardo Ramos, Annette Rios, Ivan Vladimir, Gustavo A. Giménez-Lugo, Elisabeth Mager, Graham Neubig, Alexis Palmer, Rolando A. Coto Solano, Ngoc Thang Vu, Katharina Kann


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MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning


Apr 16, 2021
Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Hassan Awadallah

* 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2021) 

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XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation


Apr 15, 2021
Sebastian Ruder, Noah Constant, Jan Botha, Aditya Siddhant, Orhan Firat, Jinlan Fu, Pengfei Liu, Junjie Hu, Graham Neubig, Melvin Johnson


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Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models


Apr 15, 2021
Po-Yao Huang, Mandela Patrick, Junjie Hu, Graham Neubig, Florian Metze, Alexander Hauptmann

* accepted by NAACL 2021 

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EXPLAINABOARD: An Explainable Leaderboard for NLP


Apr 13, 2021
Pengfei Liu, Jinlan Fu, Yang Xiao, Weizhe Yuan, Shuaicheng Chang, Junqi Dai, Yixin Liu, Zihuiwen Ye, Graham Neubig


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Multi-view Subword Regularization


Apr 06, 2021
Xinyi Wang, Sebastian Ruder, Graham Neubig

* Accepted at NAACL 2021 

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Phoneme Recognition through Fine Tuning of Phonetic Representations: a Case Study on Luhya Language Varieties


Apr 04, 2021
Kathleen Siminyu, Xinjian Li, Antonios Anastasopoulos, David Mortensen, Michael R. Marlo, Graham Neubig


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Modeling the Second Player in Distributionally Robust Optimization


Mar 31, 2021
Paul Michel, Tatsunori Hashimoto, Graham Neubig

* Accepted at ICLR 2021 

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Evaluating the Morphosyntactic Well-formedness of Generated Texts


Mar 30, 2021
Adithya Pratapa, Antonios Anastasopoulos, Shruti Rijhwani, Aditi Chaudhary, David R. Mortensen, Graham Neubig, Yulia Tsvetkov


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MasakhaNER: Named Entity Recognition for African Languages


Mar 22, 2021
David Ifeoluwa Adelani, Jade Abbott, Graham Neubig, Daniel D'souza, Julia Kreutzer, Constantine Lignos, Chester Palen-Michel, Happy Buzaaba, Shruti Rijhwani, Sebastian Ruder, Stephen Mayhew, Israel Abebe Azime, Shamsuddeen Muhammad, Chris Chinenye Emezue, Joyce Nakatumba-Nabende, Perez Ogayo, Anuoluwapo Aremu, Catherine Gitau, Derguene Mbaye, Jesujoba Alabi, Seid Muhie Yimam, Tajuddeen Gwadabe, Ignatius Ezeani, Rubungo Andre Niyongabo, Jonathan Mukiibi, Verrah Otiende, Iroro Orife, Davis David, Samba Ngom, Tosin Adewumi, Paul Rayson, Mofetoluwa Adeyemi, Gerald Muriuki, Emmanuel Anebi, Chiamaka Chukwuneke, Nkiruka Odu, Eric Peter Wairagala, Samuel Oyerinde, Clemencia Siro, Tobius Saul Bateesa, Temilola Oloyede, Yvonne Wambui, Victor Akinode, Deborah Nabagereka, Maurice Katusiime, Ayodele Awokoya, Mouhamadane MBOUP, Dibora Gebreyohannes, Henok Tilaye, Kelechi Nwaike, Degaga Wolde, Abdoulaye Faye, Blessing Sibanda, Orevaoghene Ahia, Bonaventure F. P. Dossou, Kelechi Ogueji, Thierno Ibrahima DIOP, Abdoulaye Diallo, Adewale Akinfaderin, Tendai Marengereke, Salomey Osei

* Accepted at the AfricaNLP Workshop @EACL 2021 

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Meta Back-translation


Feb 15, 2021
Hieu Pham, Xinyi Wang, Yiming Yang, Graham Neubig

* Accepted to ICLR 2021 

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