DCC | Académicas/os - Felipe Bravo Márquez

DCC

Académicas/os

Felipe Bravo Márquez

Profesor Asociado (DCC/IDIA)

Anexo +56229784974 Oficina Of. N304

Felipe Bravo M.

Nombramiento Académico Actual

  • Académico - Profesor Asociado (DCC/IDIA)

Títulos y Grados

  • Doctor - University of Waikato 2017
  • Magíster - Universidad De Chile 2013
  • Ingeniero Civil Industrial - Universidad De Chile 2010
  • Ingeniero Civil en Computación - Universidad De Chile 2010

Docencia Últimos 7 años

Memorias y Tesis Últimos 7 años

Participación como Profesor Guía

  • Generación de imágenes para DashAI, 2025
  • Diseño e implementación de un sistema visual de pipelines en DashAI, 2025
  • Adaptación de LLM-as-a-Judge y creación de recursos para la evaluación del dialecto chileno, 2025
  • Generación de contrafactuales guiados por los sesgos de predicción en modelos de NLP, 2025
  • Módulo de procesamiento de datos en DashAI, 2024
  • Can machines analyze discourse beyond sentiment analysis? automating linguistic analyses of attitude and negative judgment, 2024
  • Implementar módulo de exploración y visualización de datos para software DashAI, 2024
  • Analizando la relación entre dominios de desinformación en base al título y el cuerpo de una noticia, 2024
  • Towards fairer word embeddings methodologies for comparing and optimizing bias mitigation algorithms, 2024
  • Diseño e implementación de un módulo de explicabilidad para DashAI, 2024
  • Aumentando capacidades de LLM de seguimiento de instrucciones en español, 2024
  • An empirical study of the effect of video encoders on temporal video grounding, 2024
  • Desacoplamiento de datos y experimentos en el software DashAI, 2024
  • Empirical study of the visual reasoning capabilities of the neural state machine, 2023
  • Diseño e implementación de Backend para framework Dashai, 2023
  • Implementación de modelos de IA y tasks en Dashai, 2023
  • RiverText A framework for training and evaluating incremental word embeddings from text data streams, 2023
  • Light and fast language models for spanish through compression techniques, 2023
  • Musib Music inpainting benchmark, 2023
  • A domain-independent and language-agnostic approach for crisis event detection and understanding, 2023
  • Diseño e implementación de interfaz de usuario para software de inteligencia artificial sin programar, 2023
  • Spatio-temporal textual data modeling, 2023
  • Implementación de algoritmos de reducción de sesgo en WEFE, 2022
  • Interventions recommendation professionals' observations analysis in special needs education, 2022
  • Nested named entity recognition in diagnoses from the chilean waiting list in public hospitals, 2022
  • Estudio de los cambios de percepción relacionados a emprendimiento utilizando procesamiento del lenguaje natural, 2022
  • Wefe the word embeddings fairness evaluation framework, 2020
  • Words, tweets and reviews leveraging affect knowledge between multiple domains, 2020

Investigación Últimos 7 Años

Publicaciones

  • Clinical-ShiftEval: a framework for simulating and evaluating model adaptation in dynamic clinical NLP tasks BMC MEDICAL INFORMATICS AND DECISION MAKING, 2026
  • FALAA: Framework for the Abstraction of Language Agent Architectures Lecture Notes in Computer Science, 2026
  • Adapting Bias Evaluation to Domain Contexts using Generative Models EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference, 2025
  • WEFE: A Python Library for Measuring and Mitigating Bias in Word Embeddings JOURNAL OF MACHINE LEARNING RESEARCH, 2025
  • Can Large Language Models Compete with Specialized Models in Lexical Semantic Change Detection? FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS, 2025
  • Unsupervised Framing Analysis for Social Media Discourse in Polarizing Events ACM TRANSACTIONS ON THE WEB, 2025
  • Sense through time: diachronic word sense annotations for word sense induction and Lexical Semantic Change Detection LANGUAGE RESOURCES AND EVALUATION, 2025
  • NLP modeling recommendations for restricted data availability in clinical settings BMC MEDICAL INFORMATICS AND DECISION MAKING, 2025
  • Optimization of Bias Mitigation in Word Embeddings: a Methodological Approach Proceedings - 2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2024, 2024
  • A Comparative Analysis of Offensive Discourse in the 2021 Chilean Presidential Campaign on Twitter and WhatsApp Proceedings - 2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2024, 2024
  • Speedy Gonzales: A Collection of Fast Task-Specific Models for Spanish Proceedings of the Annual Meeting of the Association for Computational Linguistics, 2024
  • Unpacking Bias: An Empirical Study of Bias Measurement Metrics, Mitigation Algorithms, and their Interactions 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings, 2024
  • An empirical study of the effect of video encoders on Temporal Video Grounding Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023, 2023
  • RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
  • MUSIB: musical score inpainting benchmark EURASIP Journal on Audio Speech and Music Processing, 2023
  • Evaluation Benchmarks for Spanish Sentence Representations 2022 Language Resources and Evaluation Conference, LREC 2022, 2022
  • ALBETO and DistilBETO: Lightweight Spanish Language Models 2022 Language Resources and Evaluation Conference, LREC 2022, 2022
  • Automatic Extraction of Nested Entities in Clinical Referrals in Spanish ACM Transactions on Computing for Healthcare, 2022
  • LSCDiscovery: A shared task on semantic change discovery and detection in Spanish LChange 2022 - 3rd International Workshop on Computational Approaches to Historical Language Change 2022, Proceedings of the Workshop, 2022
  • Incremental Word Vectors for Time-Evolving Sentiment Lexicon Induction COGNITIVE COMPUTATION, 2022
  • Words, Tweets, and Reviews: Leveraging Affective Knowledge Between Multiple Domains COGNITIVE COMPUTATION, 2022
  • Language Modeling on Location-Based Social Networks ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2022
  • Tools impact on the quality of annotations for chat untangling ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Student Research Workshop, 2021
  • Interventions Recommendation: Professionals¿ Observations Analysis in Special Needs Education Proceedings of the 16th Workshop on Innovative Use of NLP for Building Educational Applications, BEA 2021 - held in conjunction with the 16th Conference of the European Chapter of the Association of Computational Linguistics, EACL 2021, 2021
  • PolyLM: Learning about polysemy through language modeling EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, 2021
  • Data Science for Engineers: A Teaching Ecosystem IEEE SIGNAL PROCESSING MAGAZINE, 2021
  • DCC-Uchile at SemEval-2020 Task 1: Temporal Referencing Word Embeddings 14th International Workshops on Semantic Evaluation, SemEval 2020 - co-located 28th International Conference on Computational Linguistics, COLING 2020, Proceedings, 2020
  • Hybrid Hashtags: #YouKnowYoureAKiwiWhen Your Tweet Contains M(a)over-barori and English FRONTIERS IN ARTIFICIAL INTELLIGENCE, 2020
  • WEFE: The word embeddings fairness evaluation framework IJCAI International Joint Conference on Artificial Intelligence, 2020
  • An integrated model for textual social media data with spatio-temporal dimensions INFORMATION PROCESSING & MANAGEMENT, 2020

Proyectos de Investigación

  • Mutual Information for Representation Learning and Model Drift Detection: Theory, Methods and Applications Fondecyt_Anid, 1250098, 2025 - 2029
  • DashAI: Plataforma No-code de Aprendizaje Automático Subdirección de Investigación Aplicada, ID25I10330, 2025 - 2027
  • Centro Nacional de Inteligencia Artifical (CENIA) Programa Financiamiento Basal, FB210017, 2022 - 2027
  • Tracking social public opinion: a stream-mining based approach Fondecyt_Anid, 11200290, 2020 - 2023
  • Inducción Incremental de Léxicos Afectivos desde Twitter Fondo Central de Investigación, UI-004/20, 2020 - 2022

Libros y Capítulos

  • RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Association for Computing Machinery, 2023