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Showing result 1 - 5 of 211 essays matching the above criteria.

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. An analysis of the Privacy Policy of Browser Extensions

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

   Author : Susan Sarah Zachariah; [2024]
   Keywords : Privacy policy; Browser extension; Data privacy and management;

   Abstract : Technological advancement has transformed our lives by bringing unparalleled convenience and efficiency. Data, particularly consumer data, essential for influencing businesses and developing personalized experiences, is at the heart of this transition. READ MORE

5. 4. Approximating Reasoning with Transformer Language Models

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

   Author : Daniel Enström; Viktor Kjellberg; [2023-10-19]
   Keywords : natural language processing; nlp; automated reasoning; logic; inference; machine learning; transformers; language models; BERT; BART;

   Abstract : We conduct experiments with BART, a generative language-model architecture, to investigate its capabilities for approximating reasoning by learning from data. For this we use the SimpleLogic dataset, a dataset of satisfiability problems in propositional logic originally created by Zhang et al. (2022). READ MORE

6. 5. 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