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2020 – today
- 2025
[c19]Jean-Philippe Corbeil, Amin Dada, Jean-Michel Attendu, Asma Ben Abacha, Alessandro Sordoni, Lucas Caccia, François Beaulieu, Thomas Lin, Jens Kleesiek, Paul Vozila:
A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment. ACL (1) 2025: 19352-19374- [i9]Qianchu Liu, Sheng Zhang, Guanghui Qin, Timothy Ossowski, Yu Gu, Ying Jin, Sid Kiblawi, Sam Preston, Mu Wei, Paul Vozila, Tristan Naumann, Hoifung Poon:
X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains. CoRR abs/2505.03981 (2025) - [i8]Jean-Philippe Corbeil, Amin Dada, Jean-Michel Attendu, Asma Ben Abacha, Alessandro Sordoni, Lucas Caccia, François Beaulieu, Thomas Lin, Jens Kleesiek, Paul Vozila:
A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment. CoRR abs/2505.10717 (2025) - [i7]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, Wenxuan Teng, François Beaulieu, Paul Vozila:
Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications. CoRR abs/2507.05517 (2025) - [i6]Jean-Philippe Corbeil, Minseon Kim, Alessandro Sordoni, François Beaulieu, Paul Vozila:
Medical Red Teaming Protocol of Language Models: On the Importance of User Perspectives in Healthcare Settings. CoRR abs/2507.07248 (2025) - [i5]Shuhan Ding, Jingjing Fu, Yu Gu, Naiteek Sangani, Mu Wei, Paul Vozila, Nan Liu, Jiang Bian, Hoifung Poon:
AURAD: Anatomy-Pathology Unified Radiology Synthesis with Progressive Representations. CoRR abs/2509.04819 (2025) - [i4]Yu Gu, Jingjing Fu, Xiaodong Liu, Jeya Maria Jose Valanarasu, Noel C. F. Codella, Reuben Tan, Qianchu Liu, Ying Jin, Sheng Zhang, Jinyu Wang, Rui Wang, Lei Song, Guanghui Qin, Naoto Usuyama, Cliff Wong, Hao Cheng, Ho Hin Lee, Praneeth Sanapathi, Sarah Hilado, Jiang Bian, Javier Alvarez-Valle, Mu Wei, Khalil Malik, Jianfeng Gao, Eric Horvitz, Matthew P. Lungren, Hoifung Poon, Paul Vozila:
The Illusion of Readiness: Stress Testing Large Frontier Models on Multimodal Medical Benchmarks. CoRR abs/2509.18234 (2025) - 2023
- [c18]Gagandeep Singh, Yue Pan, Jesús Andrés-Ferrer, Miguel A. del Agua, Frank Diehl, Joel Pinto, Paul Vozila:
Large Scale Sequence-to-Sequence Models for Clinical Note Generation from Patient-Doctor Conversations. ClinicalNLP@ACL 2023: 138-143 - 2022
- [i3]Jesús Andrés-Ferrer, Dario Albesano, Puming Zhan, Paul Vozila:
Contextual Density Ratio for Language Model Biasing of Sequence to Sequence ASR Systems. CoRR abs/2206.14623 (2022) - 2021
- [c17]Giovanni Bonetta, Rossella Cancelliere, Ding Liu, Paul Vozila:
Retrieval-Augmented Transformer-XL for Close-Domain Dialog Generation. FLAIRS 2021 - [c16]Jesús Andrés-Ferrer, Dario Albesano, Puming Zhan, Paul Vozila:
Contextual Density Ratio for Language Model Biasing of Sequence to Sequence ASR Systems. Interspeech 2021: 2007-2011 - [i2]Giovanni Bonetta, Rossella Cancelliere, Ding Liu, Paul Vozila:
Retrieval-Augmented Transformer-XL for Close-Domain Dialog Generation. CoRR abs/2105.09235 (2021)
2010 – 2019
- 2019
- [c15]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:
DeepAAA: Clinically Applicable and Generalizable Detection of Abdominal Aortic Aneurysm Using Deep Learning. MICCAI (2) 2019: 723-731 - [i1]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:
DeepAAA: clinically applicable and generalizable detection of abdominal aortic aneurysm using deep learning. CoRR abs/1907.02567 (2019) - 2018
- [c14]Jesús Andrés-Ferrer, Nathan Bodenstab, Paul Vozila:
Efficient Language Model Adaptation with Noise Contrastive Estimation and Kullback-Leibler Regularization. INTERSPEECH 2018: 3368-3372 - [c13]Marilisa Amoia, Frank Diehl, Jesús Giménez, Joel Pinto, Raphael Schumann, Fabian Stemmer, Paul Vozila, Yi Zhang:
Scalable Wide and Deep Learning for Computer Assisted Coding. NAACL-HLT (3) 2018: 1-7 - 2014
- [c12]Fan Yang, Paul Vozila:
Semi-Supervised Chinese Word Segmentation Using Partial-Label Learning With Conditional Random Fields. EMNLP 2014: 90-98 - [c11]Abhinav Sethy, Stanley F. Chen, Bhuvana Ramabhadran, Paul Vozila:
Static interpolation of exponential n-gram models using features of features. ICASSP 2014: 4878-4882 - 2013
- [c10]Abhinav Sethy, Stanley F. Chen, Ebru Arisoy, Bhuvana Ramabhadran, Kartik Audhkhasi, Shrikanth S. Narayanan, Paul Vozila:
Joint training of interpolated exponential n-gram models. ASRU 2013: 25-30 - [c9]Fan Yang, Paul Vozila:
An Empirical Study Of Semi-Supervised Chinese Word Segmentation Using Co-Training. EMNLP 2013: 1191-1200 - [c8]Nicola Ueffing, Maximilian Bisani, Paul Vozila:
Improved models for automatic punctuation prediction for spoken and written text. INTERSPEECH 2013: 3097-3101 - 2012
- [c7]Yik-Cheung Tam, Paul Vozila:
A Hierarchical Bayesian Approach for Semi-supervised Discriminative Language Modeling. INTERSPEECH 2012: 186-189 - [c6]Hong-Kwang Kuo, Ebru Arisoy, Ahmad Emami, Paul Vozila:
Large Scale Hierarchical Neural Network Language Models. INTERSPEECH 2012: 1672-1675 - [c5]Stefan Hahn, Paul Vozila, Maximilian Bisani:
Comparison of Grapheme-to-Phoneme Methods on Large Pronunciation Dictionaries and LVCSR Tasks. INTERSPEECH 2012: 2538-2541 - 2011
- [c4]Jonathan Mamou, Abhinav Sethy, Bhuvana Ramabhadran, Ron Hoory, Paul Vozila:
Improved Spoken Query Transcription Using Co-Occurrence Information. INTERSPEECH 2011: 1473-1476 - [c3]Yik-Cheung Tam, Paul Vozila:
Unsupervised Latent Speaker Language Modeling. INTERSPEECH 2011: 1477-1480
2000 – 2009
- 2008
- [c2]Maximilian Bisani, Paul Vozila, Olivier Divay, Jeff Adams:
Automatic Editing in a Back-End Speech-to-Text System. ACL 2008: 114-120 - 2003
- [c1]Paul Vozila, Jeff Adams, Yuliya Lobacheva, Ryan Thomas:
Grapheme to phoneme conversion and dictionary verification using graphonemes. INTERSPEECH 2003: 2469-2472
Coauthor Index
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