Multilayer Data and Document Stratification for Comorbidity Analysis. - Kevin Heffernan; Pietro Liò; Simone Teufel (CIBB, 2016)

Creating dialect sub-corpora by clustering: a case in Japanese for an adaptive method. - Yo Sato; Kevin Heffernan (LREC, 2018)

Identifying problems and solutions in scientific text. - Kevin Heffernan; Simone Teufel (Scientometrics, 2018)

Homonym normalisation by word sense clustering: a case in Japanese. - Yo Sato; Kevin Heffernan (COLING, 2020)

Dialect Clustering with Character-Based Metrics: in Search of the Boundary of Language and Dialect. - Yo Sato; Kevin Heffernan (LREC, 2020)

Unsupervised Topic Segmentation of Meetings with BERT Embeddings. - Alessandro Solbiati; Kevin Heffernan; Georgios Damaskinos; Shivani Poddar; Shubham Modi; Jacques Calì (CoRR, 2021)

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 (EMNLP (Demos), 2022)

Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages. - Kevin Heffernan; Onur Çelebi; Holger Schwenk (EMNLP (Findings), 2022)

Problem-solving Recognition in Scientific Text. - Kevin Heffernan; Simone Teufel (LREC, 2022)

No Language Left Behind: Scaling Human-Centered Machine Translation. - Marta R. Costa-jussà; James Cross 003; Onur Çelebi; Maha Elbayad; Kenneth Heafield; Kevin Heffernan; Elahe Kalbassi; Janice Lam; Daniel Licht; Jean Maillard; Anna Y. Sun; Skyler Wang; et al. (CoRR, 2022)

xSIM++: An Improved Proxy to Bitext Mining Performance for Low-Resource Languages. - Mingda Chen; Kevin Heffernan; Onur Çelebi; Alexandre Mourachko; Holger Schwenk (ACL (2), 2023)

Multilingual Representation Distillation with Contrastive Learning. - Weiting Tan; Kevin Heffernan; Holger Schwenk; Philipp Koehn (EACL, 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; et al. (CoRR, 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; et al. (CoRR, 2023)

Aligning Speech Segments Beyond Pure Semantics. - Kevin Heffernan; Artyom Kozhevnikov; Loïc Barrault; Alexandre Mourachko; Holger Schwenk (ACL (Findings), 2024)

Large Concept Models: Language Modeling in a Sentence Representation Space. - LCM team; Loïc Barrault; Paul-Ambroise Duquenne; Maha Elbayad; Artyom Kozhevnikov; Belen Alastruey; Pierre Andrews; Mariano Coria; Guillaume Couairon; Marta R. Costa-jussà; David Dale; Hady Elsahar; et al. (CoRR, 2024)