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Lilian Berton

Lilian Berton has 4 papers in our library, in 2026, most of them on Language models & pretraining, Question answering, Summarization; often with João Victor Assaoka Ribeiro, José Vitor Souza Cardoso Requena.

4 papers in our library · 2026

OpenAlex · ORCID · h-index 17 · 86 works · 1,282 citations OpenAlex, 2026-10-14

📄 4 works in our library · ⭐ Paper Stars ranking: #11800

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Universidade Federal de São PauloSão Paulo · Brazil2017–2026 · 63 paperscurrent🎓Universidade de São PauloSão Paulo · Brazil2010–2022 · 15 papers🎓Universidade do Estado de Santa CatarinaFlorianópolis · Brazil2016–2017 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 4 worksComputer Science · 4 worksArts and Humanities · 1 workLanguage and Linguistics · 1 work

🧭 Topics 5Research subjects and languages the work is about.Evaluation & benchmarks · 1 workLanguage models & pretraining · 1 workQuestion answering · 1 workSummarization · 1 workVision & language · 1 work

💡 Concepts 1Key ideas and methods explained on our concept pages.Topic modeling · 1 work

 Works by year

2020s

20264 papers

 Papers

The most cited first (OpenAlex and our library).

  1. A Multimodal Framework for Financial Fake News Detection for Brazilian Portuguese (2026)
    Research on Portuguese fake news has mostly covered politics, public health and everyday topics, and nearly all detectors read plain text only. This ignores screenshots and image-based scams, which are common in finance. The authors build a detection framework for Brazilian Portuguese financial news.
  2. Efficient Fine-Tuning Methods for Portuguese Question Answering: A Comparative Study of PEFT on BERTimbau and Exploratory Evaluation of Generative LLMs (2026)
    The paper asks whether parameter-efficient adaptation and low-bit quantization, mostly validated on English, also work for extractive question answering in Brazilian Portuguese, where compute budgets are often limited.
  3. Evaluating Reference-Free Summarization Quality Metrics for Portuguese: A Study with Human Judgments in Financial News (2026)
    Production pipelines that summarize Portuguese financial news rarely have expert-written reference summaries, so metrics like ROUGE cannot be used.
  4. Topic Modeling in Brazilian Portuguese Documents on Antimicrobial Resistance (2026)
    This study examines how different parts of Brazilian society talk about antimicrobial resistance. The goal is to give epidemiological surveillance and health policy a computational view of public and institutional discourse. The authors built three Portuguese-language collections with a shared keyword list (disease…

 Co-authors here

2 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

Updated

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