Essays about: "nlp thesis"

Showing result 1 - 5 of 184 essays containing the words nlp thesis.

1. 1. Named Entity Recognition for Detecting Trends in Biomedical Literature

   University essay from Umeå universitet/Institutionen för datavetenskap

   Author : Betty Törnkvist; [2024]
   Keywords : NLP NER CHO;

   Abstract : The number of publications in the biomedical field increases exponentially, which makes the task of keeping up with current research more and more difficult. However, rapid advances in the field of Natural Language Processing (NLP) offer possible solutions to this problem. READ MORE

3. 2. Incremental Re-tokenization in BPE-trained SentencePiece Models

   University essay from Umeå universitet/Institutionen för datavetenskap

   Author : Simon Hellsten; [2024]
   Keywords : BPE; Byte Pair Encoding; SentencePiece; NLP; Natural Language Processing; Tokenization; Re-tokenization;

   Abstract : This bachelor's thesis in Computer Science explores the efficiency of an incremental re-tokenization algorithm in the context of BPE-trained SentencePiece models used in natural language processing. The thesis begins by underscoring the critical role of tokenization in NLP, particularly highlighting the complexities introduced by modifications in tokenized text. READ MORE

4. 3. Key Sentence Extraction From CRISPR-Cas9 Articles Using Sentence Transformers

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Sandra Henningsson; Brage Stranden Lae; [2023-11-09]
   Keywords : NLP; Transformers; CRISPR; semantic search; keyphrase extraction;

   Abstract : The annotation of CRISPR-related articles and extraction of key content has traditionally relied on manual efforts. Manual annotation is error-prone and timeconsuming. This thesis presents an alternative approach using transfer learning and pre-trained models based on the Transformer architecture. READ MORE

5. 4. IŻ SWÓJ JĘZYK MAJĄ! An exploration of the computational methods for identifying language variation in Polish

   University essay from Göteborgs universitet / Institutionen för filosofi, lingvistik och vetenskapsteori

   Author : Maria Irena Szawerna; [2023-06-19]
   Keywords : language variation; Polish; diachronic linguistics; part-of-speech tagging; lemmatization; corpus linguistics;

   Abstract : Computational approaches to language variation continue to contribute in a relevant way to various fields, including Natural Language Processing (NLP) and linguistics. Being able to accommodate variation within natural language increases the robustness of NLP models and their usefulness in real-life applications; simultaneously, detecting and describing variation and trends that govern it is one of the main goals of sociolinguistics and historical linguistics, meaning that some of the advances in NLP can contribute to these fields as well. READ MORE

6. 5. Detecting inconsistencies of safety artifacts with Natural Language Processing Bachelor of Science Thesis

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Xuni Huang; [2023-01-09]
   Keywords : Inconsistencies; Safety-critical systems; Natural language processing; Classification;

   Abstract : This paper investigates a method that helps detect inconsistencies between safety-critical systems’ textual safety artifacts that safety cases rely on by involving NLP techniques. A design science research study was conducted in three iterations. I evaluate the method by conducting different experiments. READ MORE