Search results for: natural language processing (nlp)

• Extracting concepts from the software requirements specification using natural language processing

  Publication

  • J. Kuchta
  • P. Padhiyar

  - Year 2018

  Extracting concepts from the software require¬ments is one of the first step on the way to automating the software development process. This task is difficult due to the ambiguity of the natural language used to express the requirements specification. The methods used so far consist mainly of statistical analysis of words and matching expressions with a specific ontology of the domain in which the planned software will be applicable....

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• Empirical Methods in Natural Language Processing

  Conferences

• Natural Language Processing and Knowledge Engineering

  Conferences

• International Joint Conference on Natural Language Processing

  Conferences

• International Conference on Recent Advances in Natural Language Processing

  Conferences

• Joint Conference on New Methods in Language Processing and Computational Natural Language Learning

  Conferences

• Towards facts extraction from text in Polish language

  Publication

  • T. M. Boiński
  • A. Chojnowski

  - Year 2017

  Natural Language Processing (NLP) finds many usages in different fields of endeavor. Many tools exists allowing analysis of English language. For Polish language the situation is different as the language itself is more complicated. In this paper we show differences between NLP of Polish and English language. Existing solutions are presented and TEAMS software for facts extraction is described. The paper shows also evaluation of...

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• From Sequential to Parallel Implementation of NLP Using the Actor Model

  Publication

  • M. Zielonka
  • J. Kuchta
  • P. Czarnul

  - Advances in Intelligent Systems and Computing - Year 2018

  The article focuses on presenting methods allowing easy parallelization of an existing, sequential Natural Language Processing (NLP) application within a multi-core system. The actor-based solution implemented with the Akka framework has been applied and compared to an application based on Task Parallel Library (TPL) and to the original sequential application. Architectures, data and control flows are described along with execution...

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• OrphaGPT: An Adapted Large Language Model for Orphan Diseases Classification

  Publication

  • K. Pokhrel
  • C. Sanin
  • M. R. Islam
  • E. Szczerbicki

  - Year 2024

  Orphan diseases (OD) represent a category of rare conditions that affect only a relatively small number of individuals. These conditions are often neglected in research due to the challenges posed by their scarcity, making medical advancements difficult. Then, the ever-evolving medical research and diagnosis landscape calls for more attention and innovative approaches to address the complex challenges of rare diseases and OD. Pre-trained...

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• Intelligent information services 23/24

  e-Learning Courses

  • J. Szymański

  Information retrieval Text categorization Natural language processing