Search Results for author: Barbara Poblete

Found 4 papers, 1 papers with code

Resources for Multilingual Hate Speech Detection

no code implementations NAACL (WOAH) 2022 Ayme Arango Monnar, Jorge Perez, Barbara Poblete, Magdalena Saldaña, Valentina Proust

We propose a comparative framework for quickly conducting comparative experiments using different previously published models. In addition, we set up a Codalab competition for further comparison of new models in a standard scenario, that is, data partitions and evaluation metrics.

Hate Speech Detection

Cross-Lingual and Cross-Domain Crisis Classification for Low-Resource Scenarios

1 code implementation5 Sep 2022 Cinthia Sánchez, Hernan Sarmiento, Andres Abeliuk, Jorge Pérez, Barbara Poblete

In this work, we study the task of automatically classifying messages that are related to crisis events by leveraging cross-language and cross-domain labeled data.

Management

Cross-lingual hate speech detection based on multilingual domain-specific word embeddings

no code implementations30 Apr 2021 Aymé Arango, Jorge Pérez, Barbara Poblete

Our proposal constitutes, to the best of our knowledge, the first attempt for constructing multilingual specific-task representations.

Hate Speech Detection Transfer Learning +1

Fine-Grained Evaluation for Entity Linking

no code implementations IJCNLP 2019 Henry Rosales-M{\'e}ndez, Aidan Hogan, Barbara Poblete

The Entity Linking (EL) task identifies entity mentions in a text corpus and associates them with an unambiguous identifier in a Knowledge Base.

Entity Linking

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