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Legal Information Extraction

Rafael Ferreira André Cùmara Péricles Miranda Caio Mota

Accelerating document processing for legal documents, in any industry

This project is focused on methods to automate information extraction for legal documents (e.g., judicial sentences and petitions), regardless of image quality or other variables. We also developed automatic categorization of judicial topics (i.e., lawsuit object). Besides that, we have developed accurate and concise summaries of long legal documents, giving lawyers the ability to rapidly process huge amounts of information from such sources.

Relevant publications:

LIMA, T. B. ; NASCIMENTO, A. C. A. ; VALENCA, G. ; MIRANDA, P. ; MELLO, R. F. L. ; SI, T. . Portuguese Neural Text Simplification Using Machine Translation. In: Brazilian Conference on Intelligent Systems, 2021. Lecture Notes in Computer Science, 2021. v. 13074. p. 542-556.

MOTA, CAIO ; NASCIMENTO, A. C. A. ; MIRANDA, PÉRICLES ; MELLO, R. F. L. ; MALDONADO, I. W. S. ; COELHO, J. L. . Reconhecimento de entidades nomeadas em documentos jurĂ­dicos em portuguĂȘs utilizando redes neurais. In: Encontro Nacional de InteligĂȘncia Artificial e Computacional (ENIAC), 2021, Online. Anais do 18Âș Encontro Nacional de InteligĂȘncia Artificial e Computacional (ENIAC). Porto Alegre: Sociedade Brasileira de Computação, 2021. p. 130-140.

SILVA, I. L. A. ; MELLO, R. F. L. ; MIRANDA, P. ; NASCIMENTO, A. C. A. ; MALDONADO, I. W. S. ; COELHO, J. L. . Assessment of text clustering approaches for legal documents. In: Encontro Nacional de InteligĂȘncia Artificial e Computacional (ENIAC), 2021, Online. Anais do 18Âș Encontro Nacional de InteligĂȘncia Artificial e Computacional (ENIAC). Porto Alegre: Sociedade Brasileira de Computação, 2021. p. 37-48.

BATISTA, H. ; NASCIMENTO, A. C. A. ; MIRANDA, P. ; MELLO, R. F. L. ; WANDERLEY, I. ; COELHO, J. L. . A comparative analysis of text embedding approach to extract named entities in Portuguese legal documents'. In: Encontro Nacional de InteligĂȘncia Artificial e Computacional (ENIAC), 2021, Online. Anais do 18Âș Encontro Nacional de InteligĂȘncia Artificial e Computacional (ENIAC), 2021.

MOTA, CAIO ; LIMA, ANDRESSA ; NASCIMENTO, ANDRÉ ; MIRANDA, PÉRICLES ; DE MELLO, RAFAEL . Classificação de PĂĄginas de PetiçÔes iniciais Utilizando Redes Neurais Convolucionais Multimodais. In: Encontro Nacional de InteligĂȘncia Artificial e Computacional, 2020, Brasil. Anais do Encontro Nacional de InteligĂȘncia Artificial e Computacional (ENIAC 2020), 2020. p. 318.

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