Paulo R. Cavalin

25 papers A* 4B 3C 1Journal 7Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Small Models Exhibit Limited Answer Consistency in Repetition Trials of the Multiple-Choice MMLU-Redux and MedQA Benchmarks. AAAI Claudio S. Pinhanez, Paulo R. Cavalin, Cassia Sampaio Sanctos, Marcelo Carpinette Grave
2025	A*	`conf`	Sentence-level Aggregation of Lexical Metrics Correlates Stronger with Human Judgements than Corpus-level Aggregation. AAAI Paulo R. Cavalin, Pedro Henrique Domingues, Claudio S. Pinhanez
2025	J	`jnl`	The Non-Determinism of Small LLMs: Evidence of Low Answer Consistency in Repetition Trials of Standard Multiple-Choice Benchmarks. CoRR Claudio S. Pinhanez, Paulo R. Cavalin, Cassia Sampaio Sanctos, Marcelo Grave, Yago Primerano
2024	—	`conf`	Fixing Rogue Memorization in Many-to-One Multilingual Translators of Extremely-Low-Resource Languages by Rephrasing Training Samples. NAACL-HLT Paulo R. Cavalin, Pedro Henrique Domingues, Claudio S. Pinhanez, Julio Nogima
2024	J	`jnl`	Harnessing the Power of Artificial Intelligence to Vitalize Endangered Indigenous Languages: Technologies and Experiences. CoRR Claudio S. Pinhanez, Paulo R. Cavalin, Luciana Storto, Thomas Finbow, Alexander Cobbinah, Julio Nogima, Marisa Vasconcelos, Pedro Domingues, Priscila de Souza Mizukami, Nicole Grell, Majoí Gongora, Isabel Gonçalves
2024	—	`conf`	Human Evaluation of the Usefulness of Fine-Tuned English Translators for the Guarani Mbya and Nheengatu Indigenous Languages. PROPOR (2) Claudio S. Pinhanez, Paulo R. Cavalin, Julio Nogima
2024	J	`jnl`	Sentence-level Aggregation of Lexical Metrics Correlate Stronger with Human Judgements than Corpus-level Aggregation. CoRR Paulo R. Cavalin, Pedro Henrique Domingues, Claudio S. Pinhanez
2024	—	`conf`	Theoretical and Empirical Advantages of Dense-Vector to One-Hot Encoding of Intent Classes in Open-World Scenarios. LREC/COLING Paulo R. Cavalin, Claudio Santos Pinhanez
2023	A*	`conf`	Balancing Social Impact, Opportunities, and Ethical Constraints of Using AI in the Documentation and Vitalization of Indigenous Languages. IJCAI Claudio S. Pinhanez, Paulo R. Cavalin, Marisa Vasconcelos, Julio Nogima
2022	J	`jnl`	Exploring the Advantages of Dense-Vector to One-Hot Encoding of Intent Classes in Out-of-Scope Detection Tasks. CoRR Claudio S. Pinhanez, Paulo R. Cavalin
2021	B	`conf`	A Dynamic Multi-criteria Multi-engine Approach for Text Simplification. IJCNN Victor Henrique Alves Ribeiro, Paulo R. Cavalin, Edmilson Da Silva Morais
2020	J	`jnl`	A Hybrid Solution to Learn Turn-Taking in Multi-Party Service-based Chat Groups. CoRR Maíra Gatti de Bayser, Melina Alberio Guerra, Paulo R. Cavalin, Claudio S. Pinhanez
2020	B	`conf`	Creating Corpora for Seq2Seq Tone Rephrasing Using Social Media Posts. IJCNN Paulo R. Cavalin, Marisa Vasconcelos, Marcelo Grave, Claudio S. Pinhanez
2020	—	`conf`	From Disjoint Sets to Parallel Data to Train Seq2Seq Models for Sentiment Transfer. EMNLP (Findings) Paulo R. Cavalin, Marisa Vasconcelos, Marcelo Grave, Claudio S. Pinhanez, Victor Henrique Alves Ribeiro
2020	—	`conf`	Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes. EMNLP (1) Paulo R. Cavalin, Victor Henrique Alves Ribeiro, Ana Paula Appel, Claudio S. Pinhanez
2020	—	`conf`	Intentions, Meanings, and Whys: Designing Content for Voice-based Conversational Museum Guides. CIU Fabrício Barth, Heloisa Candello, Paulo R. Cavalin, Claudio S. Pinhanez
2020	J	`jnl`	Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Neuro-Symbolic Algorithms. CoRR 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
2019	—	`conf`	Live It Up: Analyzing Emotions and Language Use in Tweets during the Soccer World Cup Finals. WebSci Marisa Vasconcelos, Jussara M. Almeida, Paulo R. Cavalin, Claudio S. Pinhanez
2019	A*	`conf`	The Effect of Audiences on the User Experience with Conversational Interfaces in Physical Spaces. CHI Heloisa Candello, Claudio S. Pinhanez, Mauro Pichiliani, Paulo R. Cavalin, Flavio Figueiredo, Marisa Vasconcelos, Haylla Do Carmo
2018	C	`conf`	Confusion Matrix-Based Building of Hierarchical Classification. CIARP Paulo R. Cavalin, Luiz S. Oliveira
2018	—	`conf`	Specifying and Implementing Multi-Party Conversation Rules with Finite-State-Automata. AAAI Workshops Maíra Gatti de Bayser, Melina Alberio Guerra, Paulo R. Cavalin, Claudio S. Pinhanez
2018	—	`conf`	Towards a Human-in-the-Loop Library for Tracking Hyperparameter Tuning in Deep Learning Development. LADaS@VLDB Renan Souza, Liliane Neves, Leonardo Azevedo, Ricardo Luiz, Elaine Tady, Paulo R. Cavalin, Marta Mattoso
2017	—	`conf`	A Review of Texture Classification Methods and Databases. SIBGRAPI Tutorials Paulo R. Cavalin, Luiz S. Oliveira
2017	B	`conf`	Deep features for breast cancer histopathological image classification. SMC Fabio A. Spanhol, Luiz S. Oliveira, Paulo R. Cavalin, Caroline Petitjean, Laurent Heutte
2016	J	`jnl`	Blue Man Group no ASSIN: Usando Representações Distribuídas para Similaridade Semântica e Inferência Textual. Linguamática Luciano Barbosa, Paulo R. Cavalin, Victor Guimarães, Matthias Kormaksson