Essays about: "NLP"

Showing result 1 - 5 of 170 essays containing the word NLP.

  1. 1. Key-Challenges of Public Procurement of AI in the Swedish Public Sector : Case study at IBM with a focus on NLP Technologies

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Mikaela Trygg; [2021]
    Keywords : AI; NLP; Public Procurement; Public Sector; Digital Competence; Digital Skills Gap;

    Abstract : The economic potential in introducing Artificial Intelligence (AI) into the Swedish Public administration is substantial and it is calculated to be approximately 140B SEK per year[5]. However, without a comprehensive AI strategy and lack of sufficient digital competence, an AI implementation becomes a struggle [9]. READ MORE

  2. 2. Natural Language Processing Model for Log Analysis to Retrieve Solutions For Troubleshooting Processes

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Núria Marzo i Grimalt; [2021]
    Keywords : Trouble Report; Recommender System; BERT; Information Retrieval; Natural Language Processing; Multi-Stage Ranking; Felrapporter; Rekommendatorsystem; BERT; Informationsinhämtning; Naturlig Språkbehandling; Dubbelriktade Ranking;

    Abstract : In the telecommunications industry, one of the most time-consuming tasks is troubleshooting and the resolution of Trouble Report (TR) tickets. This task involves the understanding of textual data which can be challenging due to its domain- and company-specific features. READ MORE

  3. 3. Conversational Engine for Transportation Systems

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Albin Sidås; Simon Sandberg; [2021]
    Keywords : Natural Language Processing; Topic Classification; Named Entity Classification; NLP; NER; NERC;

    Abstract : Today's communication between operators and professional drivers takes place through direct conversations between the parties. This thesis project explores the possibility to support the operators in classifying the topic of incoming communications and which entities are affected through the use of named entity recognition and topic classifications. READ MORE

  4. 4. Named-entity recognition with BERT for anonymization of medical records

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Olle Bridal; [2021]
    Keywords : NLP; anonymization; de-identification; NER; BERT; medical records; Swedish;

    Abstract : Sharing data is an important part of the progress of science in many fields. In the largely deep learning dominated field of natural language processing, textual resources are in high demand. In certain domains, such as that of medical records, the sharing of data is limited by ethical and legal restrictions and therefore requires anonymization. READ MORE

  5. 5. Multi-task regression QSAR/QSPR prediction utilizing text-based Transformer Neural Network and single-task using feature-based models

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Spyridon Dimitriadis; [2021]
    Keywords : multi-task regression; QSAR; QSPR; deep learning; attention based models; transfer learning;

    Abstract : With the recent advantages of machine learning in cheminformatics, the drug discovery process has been accelerated; providing a high impact in the field of medicine and public health. Molecular property and activity prediction are key elements in the early stages of drug discovery by helping prioritize the experiments and reduce the experimental work. READ MORE