Essays about: "BART"

Showing result 1 - 5 of 42 essays containing the word BART.

1. 1. 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

3. 2. CryptoCurrency Time Series analysis : Comparative analysis between LSTM and BART Algorithm

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Lakshmi Vyshnavi Nerella; Chiranjeevi Ponnada; [2023]
   Keywords : ;

   Abstract : Background: Cryptocurrency is an innovative digital or virtual form of money thatuses cryptographic techniques for secured financial transactions within a decentralized structure. Due to its high volatility and susceptibility to external factors, itis difficult to understand its behavior which makes accurate predictions challengingfor the investors who are trying to forecast price changes and make profitable investments. READ MORE

4. 3. Democracy and Socio-Economic Development in Argentina

   University essay from Lunds universitet/Ekonomisk-historiska institutionen

   Author : Bart Westerveld; [2023]
   Keywords : Argentina; political regimes; democracy; regime durability; socioeconomic development; Business and Economics;

   Abstract : The goal of this paper is to examine the relationship between democracy and socio-economic development in Argentina. Argentina was chosen due to its dynamic political history, and because economically it is a unique country, having faced strong economic decline last century. READ MORE

5. 4. An Automated Discharge Summary System Built for Multiple Clinical English Texts by Pre-trained DistilBART Model

   University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

   Author : Sahel Alaei; [2023]
   Keywords : Language model; discharge summary; automated summary; pre- trained model; DistilBART; transformer; ROUGE; MIMIC-III;

   Abstract : The discharge summary is an important document, summarizing a patient’s medical information during their hospital stay. It is crucial for communication between clinicians and primary care physicians. Creating a discharge sum- mary is a necessary task. However, it is time-consuming for physicians. READ MORE

6. 5. Text simplification in Swedish using transformer-based neural networks

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

   Author : Samuel Söderberg; [2023]
   Keywords : Machine learning; Natural language processing; Text simplification; Datasets; Maskininlärning; Neurolingvistisk programmering; Textförenkling; Dataset;

   Abstract : Textförenkling innebär modifiering av text så att den blir lättare att läsa genom ersättning av komplexa ord, ändringar av satsstruktur och/eller borttagning av onödig information. Forskning existerar kring textförenkling på svenska, men användandet av neurala nätverk inom området är begränsat. READ MORE