Company research projects supported by PIPE Program

• Abstract

  This proposal consists in the validation of the proprietary search engine owned by NeuralMind, NeuralSearchX (NSX), at the Bosch company, a world leader in automotive industrial technology. The goal of this project is to increase the productivity of the company's tax department, supporting their ability to answer tax questions from employees about Brazil's, the United States', and Europe'…

  NeuralSearchX validation for tax base information retrieval and MS Office integration, AP.PIPE

• Abstract

  In phase 1 of the PIPE project, we developed a system for analyzing jurisprudence, based on deep learning models, which prove to be significantly superior to classic models, such as the BM25. In spite of its quality, this search system is limited, like competing systems, to showing the answer in the form of a list with "10 blue links". This requires the user to read and consolidate texts …

  QUEST - a Zero-Shot Information retrieval and summarization system, AP.PIPE

• Abstract

  In this project, we will investigate the automation of case law analysis, which consists of finding information that supports a favorable decision (or unfavorable) to a specific case. The task of case law analysis is fundamental to obtain a good result in a legal process, assisting in the strategic decisions, and minimizing risks. However, the costs of this task are high due to the large …

  Intelligent system for case law analysis using modern deep learning techniques applied to natural language processing, AP.PIPE

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