Search Results for author: Paul Vozila

Found 7 papers, 0 papers with code

Contextual Density Ratio for Language Model Biasing of Sequence to Sequence ASR Systems

no code implementations29 Jun 2022 Jesús Andrés-Ferrer, Dario Albesano, Puming Zhan, Paul Vozila

In this work, we propose a contextual density ratio approach for both training a contextual aware E2E model and adapting the language model to named entities.

Language Modelling

Retrieval-Augmented Transformer-XL for Close-Domain Dialog Generation

no code implementations19 May 2021 Giovanni Bonetta, Rossella Cancelliere, Ding Liu, Paul Vozila

Transformer-based models have demonstrated excellent capabilities of capturing patterns and structures in natural language generation and achieved state-of-the-art results in many tasks.

Response Generation Retrieval +1

Scalable Wide and Deep Learning for Computer Assisted Coding

no code implementations NAACL 2018 Marilisa Amoia, Frank Diehl, Jesus Gimenez, Joel Pinto, Raphael Schumann, Fabian Stemmer, Paul Vozila, Yi Zhang

In recent years the use of electronic medical records has accelerated resulting in large volumes of medical data when a patient visits a healthcare facility.

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