Essays about: "Språkteknologi"

Showing result 16 - 20 of 66 essays containing the word Språkteknologi.

  1. 16. Evaluating and comparing different key phrase-based web scraping methods for training domain-specific fasttext models

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

    Author : Love Book; [2023]
    Keywords : Machine Learning; Natural Language Processing; Word2vec; fasttext; KeyBERT; Web scraping; Transformers; Embeddings.; Maskininlärning; språkteknologi; Word2vec; fasttext; KeyBERT; Webbskrapning; Transformatorer; Inbäddningar.;

    Abstract : The demand for automation of simple tasks is constantly increasing. While some tasks are easy to automate because the logic is fixed and the process is streamlined, other tasks are harder because the performance of the task is heavily reliant on the judgment of a human expert. READ MORE

  3. 17. A Tale of Two Domains: Automatic Identifi­cation of Hate Speech in Cross­-Domain Sce­narios

    University essay from Stockholms universitet/Avdelningen för datorlingvistik

    Author : Gustaf Gren; [2023]
    Keywords : NLP; hate speech detection; transformers; BERT; ChatGPT; Språkteknologi; näthat; hatretorik; transformers; BERT; ChatGPT;

    Abstract : As our lives become more and more digital, our exposure to certain phenomena increases, one of which is hate speech. Thus, automatic hate speech identification is needed. READ MORE

  4. 18. Evaluating Cold-Start in Recommendation Systems Using a Hybrid Model Based on Factorization Machines and SBERT Embeddings

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

    Author : Sabrina Chowdhury; [2022]
    Keywords : Natural Language Processing; Hybrid Recommender Systems; Cold-Start Problem; språkteknologi; hybrida rekommendationssystem; kallstartsproblemet;

    Abstract : The item cold-start problem, which describes the difficulty of recommendation systems in recommending new items to users, remains a great challenge for recommendation systems that rely on past user-item interaction data. A popular technique in the current research surrounding the cold-start problem is the use of hybrid models that combine two or more recommendation strategies that may contribute with their individual advantages. READ MORE

  5. 19. Keeping tabs on GPT-SWE : Classifying toxic output from generative language models for Swedish text generation

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

    Author : Isak Pettersson; [2022]
    Keywords : Active learning; Classification; Language models; Natural Language Processing; Swedish; Transformers; Toxic text; Aktiv inlärning; Klassificering; Språkmodeller; Språkteknologi; Svenska; Transformer nätverk; Toxisk text;

    Abstract : Disclaimer: This paper contains content that can be perceived as offensive or upsetting. Considerable progress has been made in Artificial intelligence (AI) and Natural language processing (NLP) in the last years. READ MORE

  6. 20. Federated Learning for Natural Language Processing using Transformers

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

    Author : Gustav Kjellberg; [2022]
    Keywords : Machine Learning; Federated Learning; Distributed Machine Learning; Natural Language Processing; BERT; ALBERT; Transformers; Data Privacy.; Maskininlärning; Federerad inlärning; Distribuerad Maskininlärning; Språkteknologi; BERT; ALBERT; Transformers; Dataintegritet.;

    Abstract : The use of Machine Learning (ML) in business has increased significantly over the past years. Creating high quality and robust models requires a lot of data, which is at times infeasible to obtain. As more people are becoming concerned about their data being misused, data privacy is increasingly strengthened. READ MORE