Paulo R. Cavalin

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 19

Top Topics

Confusion Matrix

Class Hierarchy

Top Venues

Publications

Paulo R. Cavalin, Pedro Henrique Domingues, Claudio S. Pinhanez
Sentence-level Aggregation of Lexical Metrics Correlate Stronger with Human Judgements than Corpus-level Aggregation. CoRR (2024)
Paulo R. Cavalin, Claudio Santos Pinhanez
Theoretical and Empirical Advantages of Dense-Vector to One-Hot Encoding of Intent Classes in Open-World Scenarios. LREC/COLING (2024)
Claudio S. Pinhanez, Paulo R. Cavalin, Marisa Vasconcelos, Julio Nogima
Balancing Social Impact, Opportunities, and Ethical Constraints of Using AI in the Documentation and Vitalization of Indigenous Languages. IJCAI (2023)
Claudio S. Pinhanez, Paulo R. Cavalin
Exploring the Advantages of Dense-Vector to One-Hot Encoding of Intent Classes in Out-of-Scope Detection Tasks. CoRR (2022)
Victor Henrique Alves Ribeiro, Paulo R. Cavalin, Edmilson Morais
A Dynamic Multi-criteria Multi-engine Approach for Text Simplification. IJCNN (2021)
Fabrício Barth, Heloisa Candello, Paulo R. Cavalin, Claudio S. Pinhanez
Intentions, Meanings, and Whys: Designing Content for Voice-based Conversational Museum Guides. CIU (2020)
Claudio S. Pinhanez, Paulo R. Cavalin, Victor Henrique Alves Ribeiro, Heloisa Candello, Julio Nogima, Ana Paula Appel, Mauro Pichiliani, Maíra Gatti de Bayser, Melina Alberio Guerra, Henrique Ferreira, Gabriel Louzada Malfatti
Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Neuro-Symbolic Algorithms. CoRR (2020)
Maíra Gatti de Bayser, Melina Alberio Guerra, Paulo R. Cavalin, Claudio S. Pinhanez
A Hybrid Solution to Learn Turn-Taking in Multi-Party Service-based Chat Groups. CoRR (2020)
Paulo R. Cavalin, Marisa Vasconcelos, Marcelo Grave, Claudio S. Pinhanez, Victor Henrique Alves Ribeiro
From Disjoint Sets to Parallel Data to Train Seq2Seq Models for Sentiment Transfer. EMNLP (Findings) (2020)
Paulo R. Cavalin, Marisa Vasconcelos, Marcelo Grave, Claudio S. Pinhanez
Creating Corpora for Seq2Seq Tone Rephrasing Using Social Media Posts. IJCNN (2020)
Paulo R. Cavalin, Victor Henrique Alves Ribeiro, Ana Paula Appel, Claudio S. Pinhanez
Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes. EMNLP (1) (2020)
Marisa Vasconcelos, Jussara M. Almeida, Paulo R. Cavalin, Claudio S. Pinhanez
Live It Up: Analyzing Emotions and Language Use in Tweets during the Soccer World Cup Finals. WebSci (2019)
Heloisa Candello, Claudio S. Pinhanez, Mauro Pichiliani, Paulo R. Cavalin, Flavio V. D. de Figueiredo, Marisa Vasconcelos, Haylla Do Carmo
The Effect of Audiences on the User Experience with Conversational Interfaces in Physical Spaces. CHI (2019)
Paulo R. Cavalin, Luiz S. Oliveira
Confusion Matrix-Based Building of Hierarchical Classification. CIARP (2018)
Maíra Gatti de Bayser, Melina Alberio Guerra, Paulo R. Cavalin, Claudio S. Pinhanez
Specifying and Implementing Multi-Party Conversation Rules with Finite-State-Automata. AAAI Workshops (2018)
Renan Souza, Liliane Neves, Leonardo Azevedo, Ricardo Luiz, Elaine Tady, Paulo R. Cavalin, Marta Mattoso
Towards a Human-in-the-Loop Library for Tracking Hyperparameter Tuning in Deep Learning Development. LADaS@VLDB (2018)
Fabio A. Spanhol, Luiz S. Oliveira, Paulo R. Cavalin, Caroline Petitjean, Laurent Heutte
Deep features for breast cancer histopathological image classification. SMC (2017)
Paulo R. Cavalin, Luiz S. Oliveira
A Review of Texture Classification Methods and Databases. SIBGRAPI Tutorials (2017)
Luciano Barbosa, Paulo R. Cavalin, Victor Guimarães, Matthias Kormaksson
Blue Man Group no ASSIN: Usando Representações Distribuídas para Similaridade Semântica e Inferência Textual. Linguamática 8 (2) (2016)