Biography
I'm a Ph.D. student at Centre for Automatic and Robotics (CAR UPM-CSIC) and a member of the Intelligent Control Group. I'm advised by Prof. Fernando Matía and Prof. Luis Fernando D'Haro.
My research interests are NLP and Dialogue Management (e.g., sentiment analysis and generative conversational agents).
Updates
- (02/24/2020) One paper accepted to IWSDS 2020! Preprint forthcoming.
"Evaluation of Coherence in Dialogue Systems by using Sentence Embeddings Projections and their Dynamics".
Publications
2020
2019
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An Assistant Robot Prototype with Social Capabilities
Gema Fernández-Blanco, Lucía García, Patricia Sánchez, Mario Rodríguez, Paloma de la Puente, Mª Guadalupe Sánchez-Escribano, Daniel Galán and Fernando Matía
Robocity 2030 Workshop, Madrid, Spain, 2019
Poster presentation
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Driving Assistance System based on Detection of Driver Behaviour
Gema Fernández-Blanco, Álvaro Belloso, Mario Rodríguez, Paloma de la Puente, Mª Guadalupe Sánchez-Escribano, Daniel Galán and Fernando Matía
Robocity 2030 Workshop, Madrid, Spain, 2019
Poster presentation
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Neural Model Applied to a Conversational Agent in a Closed Domain
Mario Rodríguez-Cantelar, Fernando Matía and Pablo San Segundo
XV CEA Intelligent Control Symposium
Contents EUROSIM 2019 Abstract Volume, pp. 51
paper abstracts-paper -
Analysis of the Dialogue Management of a Generative Neuronal Conversational Agent
Mario Rodríguez-Cantelar
Master’s Thesis
paper
2018
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Analysis of the Neural Networks Architecture Applied to Conversational Agents
Mario Rodríguez-Cantelar
Bachelor’s Thesis
paper
Stays
2020
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2020 Seventh Frederick Jelinek Memorial Summer Workshop
Topic: CHANEL: Chat/Dialogue Modeling and Evaluation
Center: Johns Hopkins University
Place, Country: Baltimore, Maryland
Date: June 22 – August 7, 2020
youtube
Interests
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Machine Learning
Natural Language Processing
Dialog Systems