Washington Luiz Miranda da Cunha

机构：Universidade Federal de Minas Gerais, Universidade Estadual de Campinas (UNICAMP) · ORCID：0000-0002-1988-8412

发表论文 52 篇 · 总被引 436 次 · h-index 9

代表论文

• On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study (2021 · Information Processing & Management · 被引 90)
• A Comparative Survey of Instance Selection Methods applied to Non-Neural and Transformer-Based Text Classification (2023 · ACM Computing Surveys · 被引 59)
• Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling (2020 · Information Processing & Management · 被引 56)
• On the class separability of contextual embeddings representations – or “The classifier does not matter when the (text) representation is so good!” (2023 · Information Processing & Management · 被引 33)
• An Effective, Efficient, and Scalable Confidence-based Instance Selection Framework for Transformer-Based Text Classification (2023 · 被引 32)
• A Noise-Oriented and Redundancy-Aware Instance Selection Framework (2024 · ACM Transactions on Information Systems · 被引 23)