Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Graham Neubig

Measuring and Increasing Context Usage in Context-Aware Machine Translation


May 07, 2021
Patrick Fernandes, Kayo Yin, Graham Neubig, André F. T. Martins

* ACL 2021 

  Access Paper or Ask Questions

Paraphrastic Representations at Scale


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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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) 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

Multi-view Subword Regularization


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

* Accepted at NAACL 2021 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

Modeling the Second Player in Distributionally Robust Optimization


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

* Accepted at ICLR 2021 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Meta Back-translation


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

* Accepted to ICLR 2021 

  Access Paper or Ask Questions

Towards More Fine-grained and Reliable NLP Performance Prediction


Feb 10, 2021
Zihuiwen Ye, Pengfei Liu, Jinlan Fu, Graham Neubig

* Accepted by EACL 2021 

  Access Paper or Ask Questions

Can We Automate Scientific Reviewing?


Jan 30, 2021
Weizhe Yuan, Pengfei Liu, Graham Neubig

* TLDR: This paper proposes to use NLP models to generate first-pass peer reviews for scientific papers . (Generated by our system.) 

  Access Paper or Ask Questions

Learning Structural Edits via Incremental Tree Transformations


Jan 28, 2021
Ziyu Yao, Frank F. Xu, Pengcheng Yin, Huan Sun, Graham Neubig

* ICLR 2021 

  Access Paper or Ask Questions

Word Alignment by Fine-tuning Embeddings on Parallel Corpora


Jan 24, 2021
Zi-Yi Dou, Graham Neubig

* EACL 2021 

  Access Paper or Ask Questions

Interpretable Multi-dataset Evaluation for Named Entity Recognition


Dec 09, 2020
Jinlan Fu, Pengfei Liu, Graham Neubig

* Accepted by EMNLP 2020 

  Access Paper or Ask Questions

How Can We Know When Language Models Know?


Dec 02, 2020
Zhengbao Jiang, Jun Araki, Haibo Ding, Graham Neubig


  Access Paper or Ask Questions

Evaluating Explanations: How much do explanations from the teacher aid students?


Dec 01, 2020
Danish Pruthi, Bhuwan Dhingra, Livio Baldini Soares, Michael Collins, Zachary C. Lipton, Graham Neubig, William W. Cohen

* Preprint 

  Access Paper or Ask Questions

Decoding and Diversity in Machine Translation


Nov 26, 2020
Nicholas Roberts, Davis Liang, Graham Neubig, Zachary C. Lipton

* Presented at the Resistance AI Workshop, 34th Conference on Neural Information Processing Systems (NeurIPS 2020), Vancouver, Canada 

  Access Paper or Ask Questions

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


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

* Transaction of the ACL 

  Access Paper or Ask Questions

OCR Post Correction for Endangered Language Texts


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

* Accepted to EMNLP 2020 

  Access Paper or Ask Questions

Weakly- and Semi-supervised Evidence Extraction


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

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

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions