Saltar al contenido

BERT-based Open Domain Question Answering using DeepPavlov Library on Azure ML

Foto de Iryna Pidkovych
Hosted By
Iryna P.
BERT-based Open Domain Question Answering using DeepPavlov Library on Azure ML

Detalles

To access this webinar, please register here:
https://aiplus.odsc.com/courses/bert-based-open-domain-question-answering-using-dee-pavlov-library-on-azure-machine-learning

Topic: BERT-based Open Domain Question Answering using DeepPavlov Library on Azure Machine Learning

Abstract:
Since the beginning of COVID outbreak, numerous papers have been written describing related medical research, many of which are available in CORD dataset. In this talk, we will describe our experiment of applying Open Domain Question Answering model to this dataset using recent BERT model available in DeepPavlov NLP framework. We will also demonstrate how this model can be trained in a cost-effective manner on Azure Machine Learning, using different compute options for data preparation and training.

Speaker#1: Mikhail Burtsev, Ph.D., Head of Neural Networks and Deep Learning Lab at MIPT, Founder of DeepPavlov
https://www.linkedin.com/in/mikhail-burtsev-85a47b9/

Experienced Head of Deep Learning research projects with a demonstrated history of working in the research institutions. Skilled in Neural Networks, Mathematical Modeling, Python, Computer Science, Cognitive Science, and Genetic Algorithms. Strong research professional with a Doctor of Philosophy (Ph.D.) focused in Artificial Intelligence.

Speaker#2: Dmitry Soshnikov, Ph.D., Cloud Developer Advocate at Microsoft, Associate Professor at MIPT
http://soshnikov.com/

Dmitry is Cloud Developer Advocate for Microsoft, specializing in AI/ML and F#. He also teaches AI and Functional/Logic Programming at top Moscow Universities. Passionate father, Digital Artist, Gun Fu Cha master, etc.

Use discount code - Meetup2020 - to get an extra 10% off on your pass for Virtual Conference West. Extra discount applied over website prices - https://bit.ly/2AjFgQa

ODSC Links:
• Get free access to more talks/trainings like this at AI+ Training platform:
https://aiplus.odsc.com/
• Facebook: https://www.facebook.com/OPENDATASCI
• Twitter: https://twitter.com/odsc & @odsc
• LinkedIn: https://www.linkedin.com/company/open-data-science
• Slack Channel: http://bit.ly/2RkOf9l
• West Conference Oct 27th – 30th, 2020: https://odsc.com/california/
• APAC Conference 8th–9th December 2020: https://odsc.com/apac/
• Code of conduct: https://odsc.com/code-of-conduct/

Photo of ODSC Madrid Data Science group
ODSC Madrid Data Science
Ver más eventos
Evento en línea
Este evento ya se ha celebrado