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 Stephen Mayhew

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

Building Low-Resource NER Models Using Non-Speaker Annotation


Jun 17, 2020
Tatiana Tsygankova, Francesca Marini, Stephen Mayhew, Dan Roth


  Access Paper or Ask Questions

Extending Multilingual BERT to Low-Resource Languages


Apr 28, 2020
Zihan Wang, Karthikeyan K, Stephen Mayhew, Dan Roth


  Access Paper or Ask Questions

Cross-Lingual Ability of Multilingual BERT: An Empirical Study


Dec 17, 2019
Karthikeyan K, Zihan Wang, Stephen Mayhew, Dan Roth


  Access Paper or Ask Questions

Robust Named Entity Recognition with Truecasing Pretraining


Dec 15, 2019
Stephen Mayhew, Nitish Gupta, Dan Roth

* Accepted to AAAI 2020 

  Access Paper or Ask Questions

Named Entity Recognition with Partially Annotated Training Data


Sep 20, 2019
Stephen Mayhew, Snigdha Chaturvedi, Chen-Tse Tsai, Dan Roth

* Accepted to CoNLL 2019 

  Access Paper or Ask Questions

ner and pos when nothing is capitalized


Mar 27, 2019
Stephen Mayhew, Tatiana Tsygankova, Dan Roth


  Access Paper or Ask Questions

On the Strength of Character Language Models for Multilingual Named Entity Recognition


Sep 20, 2018
Xiaodong Yu, Stephen Mayhew, Mark Sammons, Dan Roth

* EMNLP 2018 
* 5 pages, EMNLP 2018 short paper 

  Access Paper or Ask Questions

Cross-lingual Dataless Classification for Languages with Small Wikipedia Presence


Nov 13, 2016
Yangqiu Song, Stephen Mayhew, Dan Roth


  Access Paper or Ask Questions

Transliteration in Any Language with Surrogate Languages


Sep 14, 2016
Stephen Mayhew, Christos Christodoulopoulos, Dan Roth


  Access Paper or Ask Questions