Kevin Heffernan

According to our database, Kevin Heffernan authored at least 15 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Aligning Speech Segments Beyond Pure Semantics.

Kevin Heffernan, Artyom Kozhevnikov, Loïc Barrault, Alexandre Mourachko, Holger Schwenk

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Seamless: Multilingual Expressive and Streaming Speech Translation.

Loïc Barrault, Yu-An Chung, Mariano Coria Meglioli, David Dale, Ning Dong, Mark Duppenthaler, Paul-Ambroise Duquenne, Brian Ellis, Hady Elsahar, Justin Haaheim, John Hoffman, Min-Jae Hwang, Hirofumi Inaguma, Christopher Klaiber, Ilia Kulikov, Pengwei Li, Daniel Licht, Jean Maillard, Ruslan Mavlyutov, Alice Rakotoarison, Kaushik Ram Sadagopan, Abinesh Ramakrishnan, Tuan Tran, Guillaume Wenzek, Yilin Yang, Ethan Ye, Ivan Evtimov, Pierre Fernandez, Cynthia Gao, Prangthip Hansanti, Elahe Kalbassi, Amanda Kallet, Artyom Kozhevnikov, Gabriel Mejia Gonzalez, Robin San Roman, Christophe Touret, Corinne Wong, Carleigh Wood, Bokai Yu, Pierre Andrews, Can Balioglu, Peng-Jen Chen, Marta R. Costa-jussà, Maha Elbayad, Hongyu Gong, Francisco Guzmán, Kevin Heffernan, Somya Jain, Justine Kao, Ann Lee, Xutai Ma, Alexandre Mourachko, Benjamin N. Peloquin, Juan Pino, Sravya Popuri, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Anna Y. Sun, Paden Tomasello, Changhan Wang, Jeff Wang, Skyler Wang, Mary Williamson

CoRR, 2023

SeamlessM4T-Massively Multilingual & Multimodal Machine Translation.

Seamless Communication, Loïc Barrault, Yu-An Chung, Mariano Coria Meglioli, David Dale, Ning Dong, Paul-Ambroise Duquenne, Hady Elsahar, Hongyu Gong, Kevin Heffernan, John Hoffman, Christopher Klaiber, Pengwei Li, Daniel Licht, Jean Maillard, Alice Rakotoarison, Kaushik Ram Sadagopan, Guillaume Wenzek, Ethan Ye, Bapi Akula, Peng-Jen Chen, Naji El Hachem, Brian Ellis, Gabriel Mejia Gonzalez, Justin Haaheim, Prangthip Hansanti, Russ Howes, Bernie Huang, Min-Jae Hwang, Hirofumi Inaguma, Somya Jain, Elahe Kalbassi, Amanda Kallet, Ilia Kulikov, Janice Lam, Daniel Li, Xutai Ma, Ruslan Mavlyutov, Benjamin N. Peloquin, Mohamed Ramadan, Abinesh Ramakrishnan, Anna Y. Sun, Kevin Tran, Tuan Tran, Igor Tufanov, Vish Vogeti, Carleigh Wood, Yilin Yang, Bokai Yu, Pierre Andrews, Can Balioglu, Marta R. Costa-jussà, Onur Celebi, Maha Elbayad, Cynthia Gao, Francisco Guzmán, Justine Kao, Ann Lee, Alexandre Mourachko, Juan Pino, Sravya Popuri, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Paden Tomasello, Changhan Wang, Jeff Wang, Skyler Wang

CoRR, 2023

Multilingual Representation Distillation with Contrastive Learning.

Weiting Tan, Kevin Heffernan, Holger Schwenk, Philipp Koehn

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

xSIM++: An Improved Proxy to Bitext Mining Performance for Low-Resource Languages.

Mingda Chen, Kevin Heffernan, Onur Çelebi, Alexandre Mourachko, Holger Schwenk

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022

No Language Left Behind: Scaling Human-Centered Machine Translation.

Marta R. Costa-jussà, James Cross, Onur Çelebi, Maha Elbayad, Kenneth Heafield, Kevin Heffernan, Elahe Kalbassi, Janice Lam, Daniel Licht, Jean Maillard, Anna Y. Sun, Skyler Wang, Guillaume Wenzek, Al Youngblood, Bapi Akula, Loïc Barrault, Gabriel Mejia Gonzalez, Prangthip Hansanti, John Hoffman, Semarley Jarrett, Kaushik Ram Sadagopan, Dirk Rowe, Shannon Spruit, Chau Tran, Pierre Andrews, Necip Fazil Ayan, Shruti Bhosale, Sergey Edunov, Angela Fan, Cynthia Gao, Vedanuj Goswami, Francisco Guzmán, Philipp Koehn, Alexandre Mourachko, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Jeff Wang

CoRR, 2022

Problem-solving Recognition in Scientific Text.

Kevin Heffernan, Simone Teufel

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages.

Kevin Heffernan, Onur Çelebi, Holger Schwenk

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

stopes - Modular Machine Translation Pipelines.

Pierre Andrews, Guillaume Wenzek, Kevin Heffernan, Onur Çelebi, Anna Y. Sun, Ammar Kamran, Yingzhe Guo, Alexandre Mourachko, Holger Schwenk, Angela Fan

Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Unsupervised Topic Segmentation of Meetings with BERT Embeddings.

Alessandro Solbiati, Kevin Heffernan, Georgios Damaskinos, Shivani Poddar, Shubham Modi, Jacques Calì

CoRR, 2021

2020

Dialect Clustering with Character-Based Metrics: in Search of the Boundary of Language and Dialect.

Yo Sato, Kevin Heffernan

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Homonym normalisation by word sense clustering: a case in Japanese.

Yo Sato, Kevin Heffernan

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2018

Identifying problems and solutions in scientific text.

Kevin Heffernan, Simone Teufel

Scientometrics, 2018

Creating dialect sub-corpora by clustering: a case in Japanese for an adaptive method.

Yo Sato, Kevin Heffernan

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

2016

Multilayer Data and Document Stratification for Comorbidity Analysis.

Kevin Heffernan, Pietro Liò, Simone Teufel

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2016