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The papers for this session are:
Private Reinforcement Learning with PAC and Regret Guarantees Overcoming Transformer Fine-Tuning process to improve Twitter Sentiment Analysis for Spanish Dialects Detecting Damaged Regions after Natural Disasters using Mobile Phone Data: The Case of Ecuador Neural language models for text classification in evidence-based medicine
Author Information
Giuseppe Vietri (University of Minnesota)
Daniel Palomino (Universidad Católica San Pablo)
I'm working on the development of Deep Learning Techniques and Language Models using GPU distributed architecture that allow a more efficient extraction of data in problems related to Natural Language Processing, especially those related to the analysis of unstructured data like as opinion analysis or sentiment analysis remain in a low average development especially for languages such as Spanish and Portuguese. This work is enhanced with Cuda programming and Linux HPC environment with excellent results.
María Belén Guaranda (Escuela Superior Politécnica del Litoral)
Andres Carvallo (Pontificia Universidad Catolica de Chile)
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2020 : Neural language models for text classification in evidence-based medicine »
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2020 : Detecting Damaged Regions after Natural Disasters using Mobile Phone Data: The Case of Ecuador »
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2019 : Poster Session »
Clement Canonne · Kwang-Sung Jun · Seth Neel · Di Wang · Giuseppe Vietri · Liwei Song · Jonathan Lebensold · Huanyu Zhang · Lovedeep Gondara · Ang Li · FatemehSadat Mireshghallah · Jinshuo Dong · Anand D Sarwate · Antti Koskela · Joonas Jälkö · Matt Kusner · Dingfan Chen · Mi Jung Park · Ashwin Machanavajjhala · Jayashree Kalpathy-Cramer · · Vitaly Feldman · Andrew Tomkins · Hai Phan · Hossein Esfandiari · Mimansa Jaiswal · Mrinank Sharma · Jeff Druce · Casey Meehan · Zhengli Zhao · Hsiang Hsu · Davis Railsback · Abraham Flaxman · · Julius Adebayo · Aleksandra Korolova · Jiaming Xu · Naoise Holohan · Samyadeep Basu · Matthew Joseph · My Thai · Xiaoqian Yang · Ellen Vitercik · Michael Hutchinson · Chenghong Wang · Gregory Yauney · Yuchao Tao · Chao Jin · Si Kai Lee · Audra McMillan · Rauf Izmailov · Jiayi Guo · Siddharth Swaroop · Tribhuvanesh Orekondy · Hadi Esmaeilzadeh · Kevin Procopio · Alkis Polyzotis · Jafar Mohammadi · Nitin Agrawal