Mariana Caravanti de Souza

Universidade Federal de Mato Grosso do Sul

5H指数

12论文数

99被引数

收录论文 4

发表时间

Positive and Unlabeled Graph Learning with Large Language Models for Fake News Detection 基于大型语言模型的正负图学习用于虚假新闻检测

INTELLIGENT SYSTEMS, BRACIS 2025, PT II

IF0

2026-01-01

PREAI

Messias, Guilherme Henrique; de Souza, Mariana Caravanti; Gameiro, Yanni Marcela; Iasulaitis, Sylvia; Marques Seno, Eloize Rossi; Rezende, Solange Oliveira; Baria Valejo, Alan Demetrius

CLS, Averaging, or Layer Combinations? Embedding Strategies for Text Classification Across BERT Variants CLS、平均化或层组合？BERT变体中用于文本分类的嵌入策略

INTELLIGENT SYSTEMS, BRACIS 2025, PT I

IF0

2026-01-01

PREAI

Scardin Perin, Eliton Luiz; de Souza, Mariana Caravanti; Costa, Anderson Bessa; Matsubara, Edson Takashi

DynGraph-BERT: Combining BERT and GNN Using Dynamic Graphs for Inductive Semi-Supervised Text Classification DynGraph-BERT: 结合BERT和GNN使用动态图进行归纳半监督文本分类

INFORMATICS-BASEL

IF2.8

2025-02-17

OAAI

Perin, Eliton Luiz Scardin; de Souza, Mariana Caravanti; Silva, Jonathan de Andrade; Matsubara, Edson Takashi

A network-based positive and unlabeled learning approach for fake news detection

MACHINE LEARNING

IF2.9

2021-11-18

OAAI

de Souza, Mariana Caravanti; Nogueira, Bruno Magalhaes; Rossi, Rafael Geraldeli; Marcacini, Ricardo Marcondes; dos Santos, Brucce Neves; Rezende, Solange Oliveira

研究方向