Sökning: "Natural Language Processing NLP"

Visar resultat 11 - 15 av 229 uppsatser innehållade orden Natural Language Processing NLP.

1. 11. Natural Language Processing on the Balance of theSwedish Software Industry and Higher VocationalEducation

   Kandidat-uppsats, Mittuniversitetet/Institutionen för kommunikation, kvalitetsteknik och informationssystem (2023-)

   Författare :Emil Bäckstrand; Rasmus Djupedal; [2023]
   Nyckelord :Swedish Software Industry; Higher Vocational Education; Software Engineering; Latent Dirichlet Allocation; Document Frequency Analysis;

   Sammanfattning : The Swedish software industry is fast-growing and in needof competent personnel, the education system is on the frontline of producing qualified graduates to meet the job marketdemand. Reports and studies show there exists a gapbetween industry needs and what is taught in highereducation, and that there is an undefined skills shortageleading to recruitment failures. LÄS MER

3. 12. Deep Learning Based Sentiment Analysis

   Master-uppsats, Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Författare :Shashank Kalluri; [2023]
   Nyckelord :Sentiment Analysis; Word Embedding; Deep Learning;

   Sammanfattning : Background: Text data includes things like customer reviews and complaints,tweets from social media platforms. When analyzing text-based data, the SentimentModel is used. Understanding news headlines, blogs, the stock market, politicaldebates, and film reviews some of the areas where sentiment analysis is used. LÄS MER

4. 13. Utilizing Transformers with Domain-Specific Pretraining and Active Learning to Enable Mining of Product Labels

   Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Avdelningen för beräkningsvetenskap

   Författare :Erik Norén; [2023]
   Nyckelord :Machine Learning; Natural Language Processing; NLP; BERT; Active Learning; AL; Pharmacovigilance; UMC; Uppsala Monitoring Centre; Structured Product Label; SPL; Transformers; Domain-Specific Pretraining; NER; Named Entity Recognition; Adverse Drug Reaction; ADR;

   Sammanfattning : Structured Product Labels (SPLs), the package inserts that accompany drugs governed by the Food and Drugs Administration (FDA), hold information about Adverse Drug Reactions (ADRs) that exists associated with drugs post-market. This information is valuable for actors working in the field of pharmacovigilance aiming to improve the safety of drugs. LÄS MER

5. 14. Exploration of using Twitter data to predict Swedish political opinion polls with neural networks

   Master-uppsats, Lunds universitet/Matematisk statistik

   Författare :Alexander Gren; Klara Lundgren; [2023]
   Nyckelord :Mathematics and Statistics;

   Sammanfattning : This thesis aims to explore the possibility of using deep learning techniques to mine opinions on Twitter, with the objective to predict the political opinion distribution in Sweden. Different methods of gathering and annotating training data are evaluated to achieve accurate and reliable predictions. LÄS MER

7. 15. Investigations of Free Text Indexing Using NLP : Comparisons of Search Algorithms and Models in Apache Solr

   Master-uppsats, Linköpings universitet/Interaktiva och kognitiva system

   Författare :Alfred Sundstedt; [2023]
   Nyckelord :NLP; Apache Solr; Document Retrieval; Context; OpenNLP; BERT;

   Sammanfattning : As Natural Language Processing progresses societal and applications like OpenAI obtain more considerable popularity in society, businesses encourage the integration of NLP into their systems. Both to improve the user experience and provide users with their requested information. LÄS MER