Felipe Bravo-Marquez
15 papers · 2015–2025 · 8 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (34)
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Research topics
Machine Learning
(13)
Application Areas
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Natural Language Processing
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Core Methods
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Resources & Methods
(6)
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(3)
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Generation
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(2)
Learning Types · Machine Learning
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Understanding
(2)
Computer Science
(1)
Data Science & Analytics
(1)
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word embedding
(4)
text classification
(3)
sentiment analysis
(2)
affective computing
(2)
natural language processing
(2)
language model
(2)
semantic change detection
(2)
fairness evaluation
(2)
bias mitigation
(2)
social media analysis
(2)
text annotation
(1)
named entity recognition
(1)
prompt engineering
(1)
language modeling
(1)
domain adaptation
(1)
lexical semantics
(1)
embedding space
(1)
machine learning
(1)
fairness metric
(1)
knowledge distillation
(1)
Papers
Adapting Bias Evaluation to Domain Contexts using Generative Models
EMNLP 2025
WEFE: A Python Library for Measuring and Mitigating Bias in Word Embeddings
JMLR 2025
Speedy Gonzales: A Collection of Fast Task-Specific Models for Spanish
NAACL 2024
Unpacking Bias: An Empirical Study of Bias Measurement Metrics, Mitigation Algorithms, and Their Interactions
COLING 2024
LSCDiscovery: A shared task on semantic change discovery and detection in Spanish
ACL 2022
Simple Yet Powerful: An Overlooked Architecture for Nested Named Entity Recognition
COLING 2022
Interventions Recommendation: Professionals’ Observations Analysis in Special Needs Education
EACL 2021
PolyLM: Learning about Polysemy through Language Modeling
EACL 2021
Tools Impact on the Quality of Annotations for Chat Untangling
ACL 2021
DCC-Uchile at SemEval-2020 Task 1: Temporal Referencing Word Embeddings
SemEval 2020
WEFE: The Word Embeddings Fairness Evaluation Framework
IJCAI 2020
AffectiveTweets: a Weka Package for Analyzing Affect in Tweets
JMLR 2019
Māori Loanwords: A Corpus of New Zealand English Tweets
ACL 2019
SemEval-2018 Task 1: Affect in Tweets
SemEval 2018
Positive, Negative, or Neutral: Learning an Expanded Opinion Lexicon from Emoticon-Annotated Tweets
IJCAI 2015