Essays about: "nlp"

Showing result 1 - 5 of 318 essays containing the word nlp.

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. 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

6. 5. 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