---
title: "Lilian Berton — papers of 2026 — 4 papers, the most cited first"
description: "Lilian Berton — papers of 2026: 4 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Lilian Berton — papers of 2026 — 4 papers, the most cited first

4 papers · [all years of Lilian Berton](https://md.research.elamur.ai/free/en/authors/lilian-berton/#years)

**[A Multimodal Framework for Financial Fake News Detection for Brazilian Portuguese](https://md.research.elamur.ai/free/en/papers/requena-2026-multimodal-framework-financial-fake-news/) [International Conference on Computational Processing of Portuguese](https://md.research.elamur.ai/free/en/venues/propor/)**José Vitor Souza Cardoso Requena, João Victor Assaoka Ribeiro, Lilian Berton*2026*

**[Efficient Fine-Tuning Methods for Portuguese Question Answering: A Comparative Study of PEFT on BERTimbau and Exploratory Evaluation of Generative LLMs](https://md.research.elamur.ai/free/en/papers/nina-2026-efficient-fine-tuning-methods-portuguese/) [International Conference on Computational Processing of Portuguese](https://md.research.elamur.ai/free/en/venues/propor/)**Mariela M. Nina, Caio Veloso Costa, Lilian Berton, et al.*2026*

**[Evaluating Reference-Free Summarization Quality Metrics for Portuguese: A Study with Human Judgments in Financial News](https://md.research.elamur.ai/free/en/papers/ribeiro-2026-evaluating-reference-free-summarization-quality/) [International Conference on Computational Processing of Portuguese](https://md.research.elamur.ai/free/en/venues/propor/)**João Victor Assaoka Ribeiro, Thomas Pires Correia, José Vitor Souza Cardoso Requena, et al.*2026*

**[Topic Modeling in Brazilian Portuguese Documents on Antimicrobial Resistance](https://md.research.elamur.ai/free/en/papers/susin-2026-topic-modeling-brazilian-portuguese-documents/) [International Conference on Computational Processing of Portuguese](https://md.research.elamur.ai/free/en/venues/propor/)**Enrique Reis Susin, Lilian Berton*2026*