Essays about: "Namnigenkänning"

Found 2 essays containing the word Namnigenkänning.

1. 1. Exploring Cross-Lingual Transfer Learning for Swedish Named Entity Recognition : Fine-tuning of English and Multilingual Pre-trained Models

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

   Author : Daniel Lai Wikström; Axel Sparr; [2023]
   Keywords : NER; Cross-lingual transfer; Transformer; BERT; Deep Learning; namnigenkänning; NER; multilingvistisk överföring; Transformer; BERT; deep learning;

   Abstract : Named Entity Recognition (NER) is a critical task in Natural Language Processing (NLP), and recent advancements in language model pre-training have significantly improved its performance. However, this improvement is not universally applicable due to a lack of large pre-training datasets or computational budget for smaller languages. READ MORE

3. 2. Active Learning for Named Entity Recognition with Swedish Language Models

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

   Author : Joey Öhman; [2021]
   Keywords : Active learning; Named entity recognition; Language models; Natural language processing; Bert; Swedish; Aktiv inlärning; Namnigenkänning; Språkmodeller; Naturlig språkbehandling; Bert; Svenska;

   Abstract : The recent advancements of Natural Language Processing have cleared the path for many new applications. This is primarily a consequence of the transformer model and the transfer-learning capabilities provided by models like BERT. However, task-specific labeled data is required to fine-tune these models. READ MORE