Grapheme to phoneme conversion and dictionary verification using graphonemes. - Paul Vozila; Jeff Adams; Yuliya Lobacheva; Ryan Thomas (INTERSPEECH, 2003)

Automatic Editing in a Back-End Speech-to-Text System. - Maximilian Bisani; Paul Vozila; Olivier Divay; Jeff Adams (ACL, 2008)

Improved Spoken Query Transcription Using Co-Occurrence Information. - Jonathan Mamou; Abhinav Sethy; Bhuvana Ramabhadran; Ron Hoory; Paul Vozila (INTERSPEECH, 2011)

Unsupervised Latent Speaker Language Modeling. - Yik-Cheung Tam; Paul Vozila (INTERSPEECH, 2011)

Comparison of Grapheme-to-Phoneme Methods on Large Pronunciation Dictionaries and LVCSR Tasks. - Stefan Hahn; Paul Vozila; Maximilian Bisani (INTERSPEECH, 2012)

Large Scale Hierarchical Neural Network Language Models. - Hong-Kwang Kuo; Ebru Arisoy; Ahmad Emami; Paul Vozila (INTERSPEECH, 2012)

A Hierarchical Bayesian Approach for Semi-supervised Discriminative Language Modeling. - Yik-Cheung Tam; Paul Vozila (INTERSPEECH, 2012)

Joint training of interpolated exponential n-gram models. - Abhinav Sethy; Stanley F. Chen; Ebru Arisoy; Bhuvana Ramabhadran; Kartik Audhkhasi; Shrikanth S. Narayanan; Paul Vozila (ASRU, 2013)

An Empirical Study Of Semi-Supervised Chinese Word Segmentation Using Co-Training. - Fan Yang; Paul Vozila (EMNLP, 2013)

Improved models for automatic punctuation prediction for spoken and written text. - Nicola Ueffing; Maximilian Bisani; Paul Vozila (INTERSPEECH, 2013)

Semi-Supervised Chinese Word Segmentation Using Partial-Label Learning With Conditional Random Fields. - Fan Yang; Paul Vozila (EMNLP, 2014)

Static interpolation of exponential n-gram models using features of features. - Abhinav Sethy; Stanley F. Chen; Bhuvana Ramabhadran; Paul Vozila (ICASSP, 2014)

Efficient Language Model Adaptation with Noise Contrastive Estimation and Kullback-Leibler Regularization. - Jesús Andrés-Ferrer; Nathan Bodenstab; Paul Vozila (INTERSPEECH, 2018)

Scalable Wide and Deep Learning for Computer Assisted Coding. - Marilisa Amoia; Frank Diehl; Jesús Giménez; Joel Pinto; Raphael Schumann; Fabian Stemmer; Paul Vozila; Yi Zhang (NAACL-HLT (3), 2018)

DeepAAA: Clinically Applicable and Generalizable Detection of Abdominal Aortic Aneurysm Using Deep Learning. - Jen-Tang Lu; Rupert Brooks; Stefan Hahn; Jin Chen; Varun Buch; Gopal Kotecha; Katherine P. Andriole; Brian B. Ghoshhajra; Joel Pinto; Paul Vozila; Mark Michalski; Neil A. Tenenholtz (MICCAI (2), 2019)

Retrieval-Augmented Transformer-XL for Close-Domain Dialog Generation. - Giovanni Bonetta; Rossella Cancelliere; Ding Liu; Paul Vozila (FLAIRS, 2021)

Contextual Density Ratio for Language Model Biasing of Sequence to Sequence ASR Systems. - Jesús Andrés-Ferrer; Dario Albesano; Puming Zhan; Paul Vozila (Interspeech, 2021)

Large Scale Sequence-to-Sequence Models for Clinical Note Generation from Patient-Doctor Conversations. - Gagandeep Singh; Yue Pan; Jesús Andrés-Ferrer; Miguel A. del Agua; Frank Diehl; Joel Pinto; Paul Vozila (ClinicalNLP@ACL, 2023)

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment. - Jean-Philippe Corbeil; Amin Dada; Jean-Michel Attendu; Asma Ben Abacha; Alessandro Sordoni; Lucas Caccia; François Beaulieu; Thomas Lin; Jens Kleesiek; Paul Vozila (ACL (1), 2025)

X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains. - Qianchu Liu; Sheng Zhang 012; Guanghui Qin; Timothy Ossowski; Yu Gu 017; Ying Jin; Sid Kiblawi; Sam Preston; Mu Wei; Paul Vozila; Tristan Naumann; Hoifung Poon (CoRR, 2025)

Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications. - Jean-Philippe Corbeil; Asma Ben Abacha; George Michalopoulos; Phillip Swazinna; Miguel A. del Agua; Jérôme Tremblay; Akila Jeeson Daniel; Cari Bader; Yu-Cheng Cho; Pooja Krishnan; Nathan Bodenstab; Thomas Lin; et al. (CoRR, 2025)

Medical Red Teaming Protocol of Language Models: On the Importance of User Perspectives in Healthcare Settings. - Jean-Philippe Corbeil; Minseon Kim; Alessandro Sordoni; François Beaulieu; Paul Vozila (CoRR, 2025)