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Felipe José Bravo Márquez

Profesor Asociado

Universidad de Chile

Santiago, Chile

Líneas de Investigación


Natural language processing, Data mining, Data science, Machine learning, Information retrieval, Social media analytics, Computational social science

Educación

  •  Computer Science, UNIVERSITY OF WAIKATO. Nueva Zelanda, 2017
  •  Computer Science, UNIVERSIDAD DE CHILE. Chile, 2013
  •  Ingeniero Civil Industrial, UNIVERSITY OF WAIKATO. Chile, 2010
  •  Ingeniero Civil en Computación, UNIVERSIDAD DE CHILE. Chile, 2010
  •  Licenciado en Ciencias de la Ingeniería, mención Industrial, UNIVERSIDAD DE CHILE. Chile, 2010
  •  Licenciado en Ciencias de la Ingeniería, mención Computación, UNIVERSIDAD DE CHILE. Chile, 2009

Experiencia Académica

  •   Research Fellow Full Time

    UNIVERSITY OF WAIKATO

    Faculty of Computing and Mathematical Sciences

    Hamilton, Nueva Zelanda

    2017 - 2019

  •   Profesor Asociado Full Time

    UNIVERSIDAD DE CHILE

    Facultad de Ciencias Físicas y Matemáticas

    Santiago, Chile

    2019 - A la fecha

  •   Director Full Time

    UNIVERSIDAD DE CHILE

    Faculty of Computing and Mathematical Sciences

    Chile

    2025 - A la fecha

Experiencia Profesional

  •   Research Engineer Part Time

    Yahoo! Labs Latin America

    Chile

    2011 - 2013

Formación de Capital Humano


## Students

### PhD

* [2025 - ongoing] Benjamín Farías, Co-supervised with Valentin Barriere, PhD, University of Chile.
* [2024 - ongoing] Juan José Alegria, Co-supervised with Cristian Buc, PhD, University of Chile.
* [2022 - ongoing] Fabián Villena, Co-supervised with Jocelyn Dunstan, PhD, University of Chile.
* [2019 - ongoing] Frank Zamora, PhD, University of Chile.
* [2020 - 2023] Hernán Sarmiento, Co-supervised with Bárbara Poblete, PhD, University of Chile.
* [2019- 2023 ] Juglar Díaz, Co-supervised with Bárbara Poblete, PhD, University of Chile.

### Master

* [2025 - ongoing] Sofía Chávez, Master in Data Science, University of Chile.
* [2024 - ongoing] Tomás Guzmán, Master in Data Science, University of Chile.
* [2024 - 2026] Nicolás Brandstetter, Master in Computer Science, University of Chile.
* [2023 - ongoing] Victor Faraggi, Co-supervised with Jorge Silva, Master in Computer Science, University of Chile.
* [2022 - 2025] Ignacio Núñez, Master in Computer Science, University of Chile.
* [2024 - 2025] Valentina Castro, Master in Data Science, University of Chile.
* [2024 - 2025] Benjamín Farías, Master in Data Science, University of Chile.
* [2021 - 2025] Jorge Ortiz, Co-supervised with Beatriz Quiroz, Master in Computer Science, University of Chile.
* [2022 - 2025] María José Zambrano, Master in Computer Science, University of Chile.
* [2023 - 2025] César Véliz, Co-supervised with Claudia López, Master in Data Science, University of Chile.
* [2023 - 2025] Natalia Abarca, Co-supervised with Claudia López, Master in Data Science, University of Chile.
* [2022 - 2024] Ignacio Meza, Co-supervised with Edison Marrese and Cristian Rodriguez-Opazo, Master in Computer Science, University of Chile.
* [2021 - 2023] José Cañete, Master in Computer Science, University of Chile.
* [2021 - 2023] Gabriel Iturra, Master in Computer Science, University of Chile.
* [2021 - 2023] Mauricio Araneda, Co-supervised with Denis Parra, Master in Computer Science, University of Chile.
* [2020 - 2022] Matías Rojas, Co-supervised with Jocelyn Dunstan, Master in Computer Science, University of Chile.
* [2020 - 2022] Javier Muñoz, Master in Computer Science, University of Chile.
* [2019-2020] Pablo Badilla, Co-supervised with Jorge Pérez, Master in Computer Science, University of Chile.
* [2019] Arun Khanchandani, Co-supervised with Bernhard Pharinger, Master in Computer Science, University of Waikato.
* [2019-2020] Alan Ansell, Co-supervised with Bernhard Pharinger, Master in Computer Science, University of Waikato.

### Undergraduate

* [2024 - 2025] Diego Faúndez, Computer Science Engineering, University of Chile.
* [2024 - 2025] Emilio Díaz, Computer Science Engineering, University of Chile.
* [2024 - 2025] Carla Hayler, Computer Science Engineering, University of Chile.
* [2024 - 2025] Camila Reyes Laytte, Computer Science Engineering, University of Chile.
* [2024 - 2025] Isaías Venegas, Computer Science Engineering, University of Chile.
* [2024 - 2025] Nicolás Olguín, Computer Science Engineering, University of Chile.
* [2023 - 2024] Millaray Valdivia, Computer Science Engineering, University of Chile.
* [2022 - 2023] Rodrigo Urrea, Computer Science Engineering, University of Chile.
* [2022 - 2023] Oziel Aguilera, Computer Science Engineering, University of Chile.
* [2022 - 2023] Maximiliano Aguilar, Co-supervised with Claudia López, Computer Science Engineering, University of Chile.
* [2021 - 2022] María José Zambrano, Co-supervised with Pablo Badilla, Computer Science Engineering, University of Chile.
* [2021 - 2022] Ignacio Meza, Co-supervised with Amanda Williamson, Electrical Engineering, University of Chile.
* [2019-2020] Cristián Tamblay, Computer Science Engineering, University of Chile.
* [2019] David Trye, Co-supervised with Andreea Calude, "M?ori Borrowings in Science Digital Media", Summer Research Scholarship, University of Waikato.
* [2018] Nicole Chan, Co-supervised with Andreea Calude, "Social Media Meets Te Reo M?ori Loanwords", Honours Project, University of Waikato.
* [2018] Joshua Lovelock, Co-supervised with Eibe Frank, "Automatic Detection of Hate Speech", Honours Project, University of Waikato.
* [2018] Tristan Anderson, Co-supervised with Bernhard Pfahringer, "Building Time-Evolving Opinion Lexicons", Honours Project, University of Waikato.
* [2012-2013] Edison Marrese Taylor, Co-supervised with Juan Velásquez, "Diseño e Implementación de una Aplicación de Web Opinion Mining para Identificar Preferencias de Usuarios sobre Productos Turísticos de la X Región de los Lagos", Industrial Engineering, U. of Chile.
* [2012] Luis Maldonado, Co-advisor with Mauricio Marín, "Análisis de Sentimiento en el Sistema de Red Social Twitter", Execution Informatics Engineering, U. of Santiago.

## Short Courses

* [MLSS 2015](http://rp-www.cs.usyd.edu.au/~mlss/), Machine Learning Summer School, February 16-25, 2015, Sydney, Australia.

* [Forecasting](http://www.ssc.wisc.edu/~bhansen/cbc/), a short course taught by Bruce E. Hansen at Central Bank of Chile, October 29-31, 2013.


Difusión y Transferencia


## Technology transfer

* [2024] Consulting project through CENIA to Entel in the development of an internal chatbot for technicians in operation.
* [2024] Consulting project through the IMFD to the Inter-American Development Bank on the use of Machine Learning to predict educational alerts.
* [2022] I assisted the Chilean food company Agrosuper in its statistical experimentation methodology for production as part of an IMFD agreement.
* [2020-2021] As part of an IMFD agreement, I assisted the Supreme Court of Chile in the development of an automatic classifier of court rulings.

## Academic Visits

* [July 2018] [Institute of Computational Linguistics, University of Zurich](http://www.cl.uzh.ch/en.html), hosted by Martin Volk.

* [September 2017] [Institute of Computational Linguistics, University of Zurich](http://www.cl.uzh.ch/en.html), hosted by Manfred Klenner.

* [October 2016] [National Research Council Canada (NRC)](http://www.nrc-cnrc.gc.ca/eng/index.html), hosted by [Saif Mohammad](http://saifmohammad.com/).

## Seminars and Talks

* [October 2025] [Oktobertech 2025, member of the Debate Panel on Interoperability and Data Governance in Federated Spaces, in Las Palmas de Gran Canaria (Spain)](https://www.canariasexcelenciatecnologica.com/oktobertech2025/)
* [July 2025] [Meeting on Artificial Intelligence for the Transformation of the State: People, Trust, and the Future. An activity held by the Ministry of Finance of Chile at the University of Chile. Talk title: "Workshop on Large Language Models (LLMs) and Machine Learning Models."](https://uchile.cl/noticias/230598/ia-agrega-transparencia-al-estado)
* [May 2025] [AI and its impact on engineering: role, present, and future, member of the discussion panel at the Chilean Academy of Engineering Symposium](https://eventos.cmm.uchile.cl/acading/2025/05/ia-y-su-impacto-en-la-ingenieria/) [flyer](https://felipebravom.com/img/academiaIng.jpeg)
* [December 2024] [Journées Scientifiques Inria Chile 2024 - part of the panel "The AI HPC infra landscape greedy vs frugal alternatives and experiences"](https://journeesscientifiques2024.inria.cl/)
* [October 2024] [A Tour through the Language Models: from Shannon to GPT-4. Invited Talk at the Institute of Informatics, Austral University, Valdivia](https://felipebravom.com/img/talkUACH.jpeg)
* [September 2024] [A Tour through the Language Models: from Shannon to GPT-4. Invited Talk at CMM Pucón Symposium 2024](https://eventos.cmm.uchile.cl/pucon2024/)
* [April 2024] [What are LLMs (large language models) and how do they work?, Department of Linguistics, University of Chile](https://filosofia.uchile.cl/linguistica)
* [January 2024] [What are LLMs (large language models) and how do they work?, Digital Technologies and Indigenous Languages Workshop at DCC Uchile](https://ws.dcc.uchile.cl)
* [December 2023] [Large Language Models Usage and Evaluation Patterns, CENIA seminar at DCC Uchile](https://youtu.be/l2WpZC4dBAs?feature=shared)
* [October 2023] [JCC2023, Jornadas Chilenas de Computación, Concepción, Chile](https://sicss.io/2023/chile/people) A Tour through the Language Models: from Shannon to GPT-4. Guest Speaker.
* [July 2023] [Escuela Internacional en Ciencias Sociales Computacionales 2023 (IMFD-CICADA-UMAD), Montevideo, Uruguay](https://cicada.uy/course/escuela-internacional-ciencias-sociales-computacionales-2023/) Talk 1: Natural Language Processing in the last decade. Talk 2: Introduction to Bayesian Inference.
* [August 2023] IMFD & CENIA at Centro de Innovación UC, DashAI: An Interactive AI Experimentation Tool.
* [July 2023] [Unholster](https://www.unholster.com/), DashAI: An Interactive AI Experimentation Tool.
* [July 2023] [Summer Institute in Computational Social Science, Chile 2023](https://sicss.io/2023/chile/people) A Tour through the Language Models: from Shannon to GPT-4. ([slides](https://felipebravom.com/documents/LMs.pdf))
* [May 2023] A Tour through the Language Models: from Shannon to GPT-4. A talk given as part of the DCC, Uchile [lecture cycle on language models](https://relela.com/ciclos/). ([slides](https://felipebravom.com/documents/LMs.pdf))
* [August 2022] Noche Cenia, Máquinas Dialogantes. An informal talk given in a pub in Santiago, Chile as part of the outreach activities of the National Center of Artificial Intelligence. ([flyer](https://felipebravom.com/img/nochecenia.png))
* [July 2022] [Millennium Institute for Foundational Research on Data (IMFD)](https://imfd.cl/). Tackling Fairness, Change and Polysemy in Word Embeddings.
* [May 2022] [Data Science Institute (DSI), Imperial College London](https://www.imperial.ac.uk/data-science/). Tackling Fairness, Change and Polysemy in Word Embeddings.
* [January 2022] First Friday Meeting at [Facebook (Meta) Research](https://research.facebook.com). Will we ever understand Facebook's influence on elections? A scientists’ perspective.
* [December 2021] [AI Lab at PUC](http://ialab.ing.puc.cl/). Tackling Fairness, Change and Polysemy in Word Embeddings.
* [August 2021] [FCFM- Iniciativa de Datos e Inteligencia Artificial (D&IA), Análisis de emociones y sentimientos en medios de comunicación social.](https://www.u-cursos.cl/ingenieria/2/novedades_institucion/detalle?id=44678)
* [August 2021] [Enaex Robotics, Introduction to Machine Learning](https://www.enaex.com)
* [October 2020] [WOPATEC 2020 - CILCC-2020, Invited talk: Sesgo en Word Embeddings](http://wopatec.cl/) ([acta congreso](https://cilcc20.files.wordpress.com/2020/10/libro-de-resumenes-iii-cilcc-2020-y-v-wopatec-2020.pdf))
* [January 2020] [Universidad Adolfo Ibañez, Seminario: Sistematizando la participación ciudadana](https://mkg.uai.cl/mails/gobierno/seminarios/2019/seminario_participacion/index.html). Análisis de emociones y sentimientos en medios de comunicación social.
* [July 2019] [AI Lab at PUC](http://ialab.ing.puc.cl/). Sentiment Analysis and NLP. Hosted by Álvaro Soto.
* [June 2019] [AMW Data Science School 2019](http://amw2019.uc.edu.py/school). Tutorial: Deep Learning for Natural Language Processing.
* [November 2018] [Asia-Pacific iSchools Regional Meeting 2018](https://icadl2018.org/co-located/ischool-meeting/) 19 November 2018, Hamilton, New Zealand: Emotion Intensties of Tweets.
* [March 2018] [Natural Language Processing in NZ Meetup](https://www.meetup.com/Natural-Language-Processing-in-NZ/events/247943232/). Tutorial: Using Sentiment Analysis as a Case Study for Introducing Modern NLP Concepts.
* [February 2018] [University of Waikato](https://events.waikato.ac.nz/events/tutorial-using-sentiment-analysis-as-a-case-study-for-introducing-modern-nlp-concepts). Tutorial: Using Sentiment Analysis as a Case Study for Introducing Modern NLP Concepts.
* [January 2018] [Universidad de Chile](https://www.dcc.uchile.cl/tutorial__using_sentiment_analysis_as_a_case_study_for_introducing_modern_nlp__concepts). Tutorial: Using Sentiment Analysis as a Case Study for Introducing Modern NLP Concepts.
* [January 2018] Pontifica Universidad Catolica de Chile. Invited talk at CIWS Workshop - Future of Data: Emotion Intensties of Tweets.
* [September 2017] [Institute of Computational Linguistics, University of Zurich](http://www.cl.uzh.ch/en.html): Acquiring and Exploiting Lexical Knowledge for Twitter Sentiment Analysis.
* [October 2016] [National Research Council Canada (NRC)](http://www.nrc-cnrc.gc.ca/eng/index.html): Acquiring and Exploiting Lexical Knowledge for Twitter Sentiment Analysis.
* [September 2016] [University of Melbourne](http://www.cis.unimelb.edu.au/), hosted by [Timothy Baldwin](http://people.eng.unimelb.edu.au/tbaldwin/): Acquiring and Exploiting Lexical Knowledge for Twitter Sentiment Analysis.
* [July 2016] [Pontifica Universidad Catolica de Chile](http://www.ing.uc.cl/ciencia-de-la-computacion/charla-1-de-julio-socvis-dcc-uc/): Acquiring and Exploiting Lexical Knowledge for Twitter Sentiment Analysis.
* [July 2016] [Universidad de Chile](http://www.dcc.uchile.cl/charla_acquiring_and_exploiting_lexical_knowledge_for_twitter_sentiment_analysis): Acquiring and Exploiting Lexical Knowledge for Twitter Sentiment Analysis.
* [June 2016] [Universidad Tecnica Federico Santa Maria](https://www.inf.utfsm.cl/eventos/evento/18-coloquio-acquiring-and-exploiting-lexical-knowledge-fortwitter-sentiment-analysis): Acquiring and Exploiting Lexical Knowledge for Twitter Sentiment Analysis.

## Software

* [Dash AI: An Interactive AI Experimentation Tool](https://www.dash-ai.com/)
* [WEFE: The Word Embeddings Fairness Evaluation Framework](https://wefe.readthedocs.io).
* [AffectiveTweets](https://affectivetweets.cms.waikato.ac.nz/), a Weka package for analysing emotion and sentiment of tweets.
* Contributor to the NLP modules of the [WekaDeepLearning4j](https://deeplearning.cms.waikato.ac.nz/) package.
* Some code for building sentiment lexicons from tweets is [here](http://cs.waikato.ac.nz/ml/sa/lex.html) (the core of this code has been integrated into AffectiveTweets).

## Shared Task Organisation

* Co-organizer of the LChange'22 [Semantic Change Detection in Spanish](https://languagechange.org/events/2022-acl-lchange/) Task.
* Co-organizer of the SemEval-2018 Task 1: [Affect in Tweets](https://competitions.codalab.org/competitions/17751).
* Co-organizer of WASSA-2017 [Emotion Intensity Detection](http://saifmohammad.com/WebPages/EmotionIntensity-SharedTask.html) Task.

## Media Outreach

* [El uso de ChatGPT no está revirtiendo siglos de cambio climático y no ha bajado el nivel del mar, MalaEspina Check, December 23, 2025](https://www.malaespinacheck.cl/ciencia-y-salud/2025/12/23/el-uso-de-chatgpt-no-esta-revirtiendo-siglos-de-cambio-climatico-y-no-ha-bajado-el-nivel-del-mar/)
* [Extracto de la entrevista a los invitados internacionales de la Misión inversa organizada por CONETIC e ICEX en el marco del #OktoberTech2025, November 2025](https://conetic.info/extracto-de-la-entrevista-a-los-invitados-internacionales-de-la-mision-inversa-organizada-por-conetic-e-icex-en-el-marco-del-oktobertech2025/)
* [Envejecimiento cerebral, la evolución de ChatGPT y los beneficios de la vitamina D | Futuro 360, CNN Chile, July 29, 2025, minute 3:32](https://www.youtube.com/watch?v=xslIwJ3pXz0)
* [Deuda cognitiva: Los costos invisibles de dejar que la IA haga las tareas, El Mercurio, Chile Tecnológico, July 30 ,2025](https://felipebravom.com/documents/mercurioJulio2025.pdf)
* [DashAI, la plataforma liderada por el profesor Felipe Bravo Márquez, se adjudica proyecto Fondef IDeA I+D 2025, Comunicaciones, DCC, Uchile, July 2025](https://comunicaciones.dcc.uchile.cl/news/1023-dashai-la-plataforma-liderada-por-el-profesor-felipe-bravo-marquez-se-adjudica-proyecto-fondef-idea-id-2025/)
* [CENIA se adjudica dos proyectos FONDEF IDeA I+D 2025 para avanzar en IA aplicada a la robótica y el aprendizaje automático, Comunicaciones, CENIA, June 2025](https://cenia.cl/2025/06/28/cenia-se-adjudica-dos-proyectos-fondef-idea-id-2025-para-avanzar-en-ia-aplicada-a-la-robotica-y-el-aprendizaje-automatico/)
* [El despegue de DashAI: Plataforma de IA de código abierto recibe el FONDEF IDeA I+D 2025, Comunicaciones, IMFD, June 2025](https://imfd.cl/el-despegue-de-dashai-plataforma-de-ia-de-codigo-abierto-recibe-el-fondef-idea-id-2025/)
* [FCFM se adjudica proyectos Fondef IDeA I+D 2025 que abordan desafíos clave para el país, Comunicaciones, FCFM, Uchile, June 2025](https://ingenieria.uchile.cl/noticias/229322/fcfm-adjudica-cinco-fondef-idea-id-2025-claves-para-el-pais)
* [Tercera ola de la IA acelera innovación, pero aumenta inquietud por potenciales riesgos, El Mercurio, Chile Tecnológico, Abril 30 ,2025](https://comentarista.emol.com/2534918/33260557/Chile-Tecnol%C3%B3gico.html) ([pdf](https://felipebravom.com/documents/mercurioAbril2025.pdf))
* [Las tecnologías de vanguardia que comenzarán a imponerse desde 2025, El Mercurio, Chile Tecnológico, December 27 ,2024](https://comentarista.emol.com/2534918/31926092/Chile-Tecnol%C3%B3gico.html) ([pdf](https://felipebravom.com/documents/mercurioDiciembre2024.pdf))
* [Prof. Felipe Bravo asume como director de la Iniciativa de Datos e Inteligencia Artificial FCFM, Comunicaciones, FCFM, Uchile, November 2024](https://ingenieria.uchile.cl/noticias/222454/prof-felipe-bravo-asume-como-director-de-idia)
* [Investigador en IA y Datos de la Universidad de Chile visitó el Instituto de Informática UACh, Comunicaciones, Instituto de Informática, Universidad Austral, November 2024](https://ingenieria.uach.cl/noticias/investigador-en-ia-y-datos-de-la-universidad-de-chile-visito-el-instituto-de-informatica-uach/)
* [El avance del Caso Audio y el último lanzamiento de OpenAI Rat Pack de Mesa Central. Teletrece Radio Program. Quoted in conversation with journalist Paloma Ávila, October 2024](https://tele13radio.cl/show/rat-pack-de-mesa-central/episode/el-avance-del-caso-audio-y-el-ultimo-lanzamiento-de-openai)
* [Interviewed in Tv show Neurópolis Channel NTV Chile Season 2 Chapter 5: “Artificial Intelligence”, October 2024](https://www.tvn.cl/ntv/neuropolis/capitulos/neuropolis-en-ntv-t2-capitulo-5-inteligencia-artificial)
* [OpenAI elige la Facultad de Ciencias Físicas y Matemáticas para su arribo a América Latina, Noticas Uchile, August 2024 ](https://uchile.cl/noticias/219686/equipo-openai-visito-la-facultad-de-ciencias-fisicas-y-matematicas-)
* [Profesor Felipe Bravo Márquez es ascendido a Profesor Asociado de la Universidad de Chile, Comunicaciones DCC Uchile, August 2024 ](https://comunicaciones.dcc.uchile.cl/news/875-profesor-felipe-bravo-marquez-es-ascendido-a-profesor-asociado-de-la-universidad-de-chile/)
* [Google y OpenAI están en una dura batalla por dominar la IA: El Mercurio, Vida Ciencia y Tecnología, May 15,2024](https://digital.elmercurio.com/2024/05/15/A/U74E4LEI) ([pdf](https://felipebravom.com/documents/mercurioMayo2024.pdf))
* [Profesor Felipe Bravo Márquez participó en delegación de la Universidad de Chile que visitó China, Comunicaciones DCC Uchile, May 2024](https://comunicaciones.dcc.uchile.cl/news/849-profesor-felipe-bravo-marquez-participo-en-delegacion-de-la-universidad-de-chile-que-visito-china/)
* [Profesor Felipe Bravo Márquez asume como investigador principal de CENIA, Comunicaciones DCC Uchile, March 2024](https://comunicaciones.dcc.uchile.cl/news/813-profesor-felipe-bravo-marquez-asume-como-investigador-principal-de-cenia/)
* [Invited Guest for U-Campus Webinar: Transformación Educativa, Integrando la Inteligencia Artificial, December 2023](https://www.youtube.com/live/WihTEXx_S6I?feature=shared)
* [Dash AI: Plataforma interactiva de código abierto, ANID, September 2023](https://anid.cl/dash-ai-plataforma-interactiva-de-codigo-abierto/)
* [Glosario para no perderse por los nuevos caminos de la inteligencia artificial: El Mercurio, Vida Ciencia y Tecnología, April 13,2023](https://digital.elmercurio.com/2023/04/13/A/CP4918NQ) ([pdf](https://felipebravom.com/documents/mercurioGlosario.pdf))
* [Discriminación, pérdida de empleos y desinformación son algunos de los temores que conlleva la inteligencia artificial: El Mercurio, Vida Ciencia y Tecnología, April 1,2023](https://digital.elmercurio.com/2023/04/01/A/LK48R21U) ([pdf](https://felipebravom.com/documents/01-04-2023__Discriminaci%C3%B3n.pdf))
* [Cuatro Cabezas 13c Radio Interview with Kike Mujica on ChatGPT, minute 24](https://13cradio.cl/show/cuatro-cabezas/episode/29-03-vlado-mirosevic-presidente-de-la-camara-de-diputados-y-alejandra-mustakis-empresaria-)
* [OpenAI lanzó GPT-4:La inteligencia artificial de ChatGPT mejora con nueva versión: El Mercurio, Vida, Ciencia y Tecnología, March 16, 2023](https://digital.elmercurio.com/Ranking?date=2023/03/16§ion=A&publication=mercurio&action=getRanking) ([pdf](https://felipebravom.com/documents/03-16-2023_ Felipe Bravo_ El Mercurio.pdf))
* [Felipe Bravo es distinguido con el Premio TWAS-LACREP Young Scientists Award 2022: CENIA](https://cenia.cl/felipe-bravo-es-distinguido-con-el-premio-twas-lacrep-young-scientists-award-2022/)
* [Profesor Felipe Bravo Márquez recibe reconocimiento como científico joven destacado: FCFM Uchile](https://ingenieria.uchile.cl/noticias/193397/prof-felipe-bravo-marquez-es-reconocido-como-cientifico-joven-del-ano)
* [Comunidad DCC participa en el Aniversario 180 de la Universidad de Chile: Comunicaciones DCC Uchile](https://comunicaciones.dcc.uchile.cl/news/645-comunidad-dcc-participa-en-el-aniversario-180-de-la-universidad-de-chile/)
* [Profesor Felipe Bravo Márquez y estudiante de doctorado Frank Zamora organizaron competencia de detección de cambio léxico semántico: Comunicaciones DCC Uchile](https://comunicaciones.dcc.uchile.cl/news/594-profesor-felipe-bravo-marquez-y-estudiante-de-doctorado-frank-zamora-organizaron-competencia-de-deteccion-de-cambio-lexico-semantico/)
* [Investigadores Cenia conversan con diario El Mercurio sobre el futuro de los motores de búsqueda: Cenia 2022](https://cenia.cl/investigadores-cenia-conversan-con-diario-el-mercurio-sobre-el-futuro-de-los-motores-de-busqueda/)
* [Los buscadores entenderán el contexto de una pregunta y recopilarán la información desde muchas fuentes: El Mercurio, Vida, Ciencia y Tecnología, June 6, 2022](https://digital.elmercurio.com/2022/06/06/A/3R44R8L1) ([pdf](https://felipebravom.com/documents/mercurio2022.pdf))
* [Beauchef Magazine 2021: Inteligencia artificial para el apoyo de la educación diferencial](http://ingenieria.uchile.cl/noticias/181403/inteligencia-artificial-para-el-apoyo-de-la-educacion-diferencial)
* [Investigadores del DCC participan en nuevo Centro de Inteligencia Artificial (CenIA)](https://comunicaciones.dcc.uchile.cl/news/520-investigadores-del-dcc-participan-en-nuevo-centro-de-inteligencia-artificial-cenia/)
* [DCC realizó tradicional ceremonia de reconocimiento a estudiantes y profesores destacados](https://comunicaciones.dcc.uchile.cl/news/505-dcc-realizo-tradicional-ceremonia-de-reconocimiento-a-estudiantes-y-profesores-destacados/)
* [Nano Break - Capítulo 5 - Sesgo algorítmico en IA: qué es y cómo combatirlo](https://youtu.be/uaVOlZG0jwE).
* [Les Doctores Salvajes - Entrevista a Felipe Bravo](https://soundcloud.com/doctores-salvajes/lds-entrevista-a-felipe-bravo)
* [IMFD - IA y clasificación de contenidos: el desafío en el que trabajan el Poder Judicial y el IMFD](https://imfd.cl/en/ia-y-clasificacion-de-contenidos-el-desafio-en-el-que-trabajan-el-poder-judicial-y-el-imfd/)
* [IMFD - Modelos de análisis de lenguaje que evolucionen en el tiempo: el proyecto de Felipe Bravo que se adjudicó un Fondecyt de Iniciación](https://imfd.cl/en/modelos-de-analisis-de-lenguaje-que-evolucionen-en-el-tiempo-el-proyecto-de-felipe-bravo-que-se-adjudico-un-fondecyt-de-iniciacion/)
* [FCFM Uchile - Ocho investigaciones patrocinadas por la FCFM son beneficiadas con Fondecyt de Iniciación](http://ingenieria.uchile.cl/noticias/169721/nueve-investigaciones-fcfm-son-beneficiadas-con-fondecyt)
* [Sesgo Algorítmico: a video about our research on bias in word embeddings](https://youtu.be/onJs6DXczu0)
* [Word Embedding Fairness Evaluation - an invited blog post about WEFE published in KDnuggets](https://www.kdnuggets.com/2020/08/word-embedding-fairness-evaluation.html)
* [FCFM Uchile - Investigadores DCC publican trabajo que aborda problema de sesgo algorítmico](http://ingenieria.uchile.cl/noticias/163436/investigadores-dcc-abordan-problema-de-sesgo-algoritmico)
* [FCFM Uchile - Prof. Felipe Bravo publica investigaciones sobre dos desarrollos de software de código abierto](http://ingenieria.uchile.cl/noticias/155190/dcc-publica-investigaciones-de-software-de-codigo-abierto)
* [DCC Uchile - DCC integra a dos nuevos académicos de jornada completa](https://www.dcc.uchile.cl/DCC-integra-a-dos-nuevos-acad%C3%A9micos)
* [University of Waikato - When machine learning, Twitter and te reo M?ori merge](https://www.waikato.ac.nz/news-opinion/media/2019/when-machine-learning-twitter-and-te-reo-maori-merge)
* [RadioNZ - NZ's unique te reo tweets](https://www.radionz.co.nz/news/te-manu-korihi/382254/nz-s-unique-te-reo-tweets)


Premios y Distinciones

  •   TWAS-LACREP Young Scientist Award 2022 in the Engineering Sciences

    TWAS-LACREP

    Brasil, 2022

    November 2022.- In merit of his research work and the contributions made in the field of engineering, the DCC U. Chile academic and researcher at the Millennium Institute for Foundational Research on Data (IMFD), Felipe Bravo Márquez, was recognized with the “TWAS LACREP Young Scientists Award 2022”. This distinction was awarded to him by the World Academy of Sciences (TWAS) through its headquarters for Latin America and the Caribbean, LACREP, which recognized him as the most outstanding young scientist in the region. TWAS, is an organization founded in 1983 with headquarters in Italy, dedicated to promoting scientific capacity and excellence for sustainable development in developing countries. In the case of the award given to Professor Felipe Bravo Márquez, TWAS recognized the quality and contributions of his academic work, mainly focused on natural language processing, machine learning and artificial intelligence. The number of citations to his research papers, the organization of various initiatives and activities, including the semantic lexical change detection competition held at the beginning of this year, and the development of WEFE, a framework that allows measuring the bias in word inclusion models. After receiving this recognition, Felipe Bravo, who is also a researcher at the National Center for Artificial Intelligence (CENIA), stated that “it is very valuable. TWAS is a very important scientific academy for developing countries with support from UNESCO”. He also commented that within the initiatives that he is currently promoting, he recently applied for a FONDEF project, in which he would assume the role of director and “which addresses the development of an Open Source software called DashAI, which will allow non-programmer users to approach to artificial intelligence. We applied together with Claudia López (UTFSM), Iván Sipirán (UChile) and Andrés Carvallo (CENIA)”, he concluded. Source: Communications DCC U. Chile https://imfd.cl/en/felipe-bravo-marquez-recibe-reconocimiento-como-cientifico-joven-destacado-a-nivel-regional-de-la-academia-mundial-de-ciencias/


 

Article (26)

NLP modeling recommendations for restricted data availability in clinical settings
Sense through time: diachronic word sense annotations for word sense induction and Lexical Semantic Change Detection
Unsupervised Framing Analysis for Social Media Discourse in Polarizing Events
An empirical study of the effect of video encoders on Temporal Video Grounding
MUSIB: musical score inpainting benchmark
RiverText: A Python Library for Training and Evaluating IncrementalWord Embeddings from Text Data Streams
Automatic Extraction of Nested Entities in Clinical Referrals in Spanish
Incremental Word Vectors for Time-Evolving Sentiment Lexicon Induction
Language Modeling on Location-Based Social Networks
Words, Tweets, and Reviews: Leveraging Affective Knowledge Between Multiple Domains
Data Science for Engineers: A Teaching Ecosystem
An integrated model for textual social media data with spatio-temporal dimensions
Hybrid Hashtags: #YouKnowYoureAKiwiWhen Your Tweet Contains M(a)over-barori and English
Affective tweets: A weka package for analyzing affect in tweets
AffectiveTweets: a Weka Package for Analyzing Affect in Tweets
WekaDeeplearning4j: A deep learning package for Weka based on Deeplearning4j
Transferring sentiment knowledge between words and tweets
Annotate-Sample-Average (ASA): A New Distant Supervision Approach for Twitter Sentiment Analysis
Building a Twitter opinion lexicon from automatically-annotated tweets
Determining Word-Emotion Associations from Tweets by Multi-Label Classification
DOCODE 3.0 (DOcument COpy DEtector): A system for plagiarism detection by applying an information fusion process from multiple documental data sources
From opinion lexicons to sentiment classification of tweets and vice versa: a transfer learning approach
From Unlabelled Tweets to Twitter-specific Opinion Words
A novel deterministic approach for aspect-based opinion mining in tourism products reviews
Meta-level sentiment models for big social data analysis
A Zipf-Like Distant Supervision Approach for Multi-document Summarization Using Wikinews Articles

ConferencePaper (23)

A Comparative Analysis of Offensive Discourse in the 2021 Chilean Presidential Campaign on Twitter and WhatsApp
Optimization of Bias Mitigation in Word Embeddings: A Methodological Approach
ALBETO and DistilBETO: Lightweight Spanish Language Models
LSCDiscovery: A shared task on semantic change discovery and detection in Spanish
Simple yet Powerful: An Overlooked Architecture for Nested Named Entity Recognition
Interventions Recommendation: Professionals’ Observations Analysis in Special Needs Education
PolyLM: Learning about Polysemy through Language Modeling
Tools impact on the quality of annotations for chat untangling
DCC-Uchile at SemEval-2020 Task 1: Temporal Referencing Word Embeddings
WEFE: The word embeddings fairness evaluation framework
Semeval-2018 Task 1: Affect in tweets
Emotion Intensities in Tweets
WASSA-2017 Shared Task on Emotion Intensity
Positive, Negative, or Neutral: Learning an Expanded Opinion Lexicon from Emoticon-annotated Tweets
Combining strengths, emotions and polarities for boosting Twitter sentiment analysis
Identifying Customer Preferences about Tourism Products using an Aspect-Based Opinion Mining Approach
Long-memory time series ensembles for concept shift detection
OpinionZoom, a modular tool to explore tourism opinions on the Web
Opinion dynamics of elections in twitter
A text similarity meta-search engine based on document fingerprints and search results records
An automatic text comprehension classifier based on mental models and latent semantic features
DOCODE-Lite: A meta-search engine for document similarity retrieval
Hypergeometric language model and Zipf-like scoring function for web document similarity retrieval

Proyecto (4)

Mutual Information for Representation Learning and Model Drift Detection: Theory, Methods and Applications
DashAI: Plataforma No-code de Aprendizaje Automático
Centro Nacional de Inteligencia Artificial
Instituto Milenio Fundamento de los Datos
1
Juan Velásquez

Full Professor

Industrial Engineering

UNIVERSIDAD DE CHILE

Santiago, Chile

1
Joaquin Fontbona

Profesor Titular

Ingeniería Matemática

UNIVERSIDAD DE CHILE

Santiago, Chile

4
Sebastian Rios

Profesor Asociado

Departamento de Ingeniería Industrial

Universidad de Chile

Santiago, Chile

1
Rodrigo Cadiz

Professor

Electrical Engineering

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Chile, Chile

1
Daniel Remenik

Full Professor

Depto. de Ingeniería Matemática

Universidad de Chile

Santiago, Chile

4
Marcelo Mendoza

Académico

Ciencias de la Computación

Pontificia Universidad Católica de Chile

Santiago, Chile

1
Jorge Silva

Associate Professor

Departamento de Ingeniería Eléctrica

Universidad de Chile

Santiago, Chile

5
Barbara Poblete

Associate Professor

Department of Computer Science

University of Chile

Santiago, Chile

3
Jocelyn Dunstan

Profesora Asociada

Ciencia de la Computación

Pontificia Universidad Católica de Chile

Santiago, Chile

1
Patricio Moya

Profesor asociado

Facultad de Humanidades

Universidad de Santiago de Chile

Santiago, Chile

1
Felipe Tobar

Senior Lecturer

Department of Mathematics

Imperial College London

Santiago, Reino Unido

1
Pablo Báez

Profesor Asistente

Facultad de Odontología

Universidad San Sebastián

Santiago, Chile

53
Felipe Bravo

Profesor Asociado

Departamento de Ciencias de la Computación

Universidad de Chile

Santiago, Chile

2
Fabián Villena

Profesor Asistente

Universidad San Sebastián

Región Metropolitana, Chile

1
Cristian Tamblay

Ingeniero de Desarrollo

CEDENNA

Universidad de Santiago de Chile

Santiago, Chile