Hello, I'm Mariana! 👋
- 👩🏽💻 I'm currently working as a Data Scientist Researcher on Hence Project
- 🤓 Life Goals: Learn and improve my hard and soft skills on Data Science and IA
- 🤹🏽♀️ Fun fact: I love to create visual concepts, using computer software or by hand
- 📊 My research interests include Data Science, Artificial Inteligence, Natural Language Processing and Social Network Analysis
- NLP Pipeline for Gender Bias Detection in Portuguese Literature
- PPORTAL_ner: An Annotated Dataset of Portuguese Literary Entities
- PPORTAL: Public Domain Portuguese- | DSW@2021
- O que torna um livro bem-sucedido? Um estudo sobre literatura da língua portuguesa
- Exploring Brazilian Cultural Identity Through Reading Preferences | BraSNAM@2021
- Detecting Collaboration Profiles in Success-based Music Genre Networks | ISMIR@2020
- MusicOSet | Data Science Project
- Comusic. | Research Project
- Minha Empresa | Game Development
- GovBERT-BR: A BERT-Based Language Model for Brazilian Portuguese Governmental Data | BRACIS'24
- NLP Pipeline for Gender Bias Detection in Portuguese Literature | SEMISH'24
- PPORTAL_ner: An Annotated Corpus of Portuguese Literary Entities | LREC-COLING'24
- Evaluating Pre-training Strategies for Literary Named Entity Recognition in Portuguese | PROPOR'24
- From words to gender: Quantitative analysis of body part descriptions within literature in Portuguese | IP&M'24
- Gender Representation in Literature: Analysis of Characters' Physical Descriptions | KDMiLe'23
- Cross-collection Dataset of Public Domain Portuguese-language Works | JIDM'22
- PPORTAL: Public domain Portuguese-language literature Dataset | DSW'21