Essays about: "domain language"

Showing result 16 - 20 of 331 essays containing the words domain language.

1. 16. Head-to-head Transfer Learning Comparisons made Possible : A Comparative Study of Transfer Learning Methods for Neural Machine Translation of the Baltic Languages

   University essay from Uppsala universitet/Institutionen för lingvistik och filologi

   Author : Mathias Stenlund; [2023]
   Keywords : machine translation; transfer learning; Latvian; Lithuanian; low-resource languages; transformers; parent language; child language; comparative study;

   Abstract : The struggle of training adequate MT models using data-hungry NMT frameworks for low-resource language pairs has created a need to alleviate the scarcity of sufficiently large parallel corpora. Different transfer learning methods have been introduced as possible solutions to this problem, where a new model for a target task is initialized using parameters learned from some other high-resource task. READ MORE

3. 17. SAX meets Word2vec : A new paradigm in the time series forecasting

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

   Author : Erik Janerdal; David Dimovski; [2023]
   Keywords : Contextual Time Series; Forecasting; ARIMA; SARIMA; Word2vec; SAX;

   Abstract : The purpose of this thesis was to investigate whether some successful ideas in NLP, such as word2vec, are applicable to time series prob- lems or not. More specifically, we are interested to assess a combina- tion of previously proven methods such as SAX and Word2vec. READ MORE

4. 18. Automatic Voice Trading Surveillance : Achieving Speech and Named Entity Recognition in Voice Trade Calls Using Language Model Interpolation and Named Entity Abstraction

   University essay from Uppsala universitet/Avdelningen Vi3

   Author : Martin Sundberg; Mikael Ohlsson; [2023]
   Keywords : Automatic Speech Recognition; Natural Language Model; Named Entity Recognition; Voice Trading; Market Surveillance.;

   Abstract : This master thesis explores the effectiveness of interpolating a larger generic speech recognition model with smaller domain-specific models to enable transcription of domain-specific conversations. The study uses a corpus within the financial domain collected from the web and processed by abstracting named entities such as financial instruments, numbers, as well as names of people and companies. READ MORE

5. 19. Exploring Knowledge Vaults with ChatGPT : A Domain-Driven Natural Language Approach to Document-Based Answer Retrieval

   University essay from Mittuniversitetet/Institutionen för data- och elektroteknik (2023-)

   Author : Mathias Hammarström; [2023]
   Keywords : Human-computer-interaction; NLP; LLM; ChatGPT; Question-Answering; Information-Retrieval.; Människa-dator interaktion; NLP; LLM; ChatGPT; Question-Answering; Information-Retrieval.;

   Abstract : Problemlösning är en viktig aspekt i många yrken. Inklusive fabriksmiljöer, där problem kan leda till minskad produktion eller till och med produktionsstopp. Denna studie fokuserar på en specifik domän: en massafabrik i samarbete med SCA Massa. READ MORE

6. 20. Exploring GPT models as biomedical knowledge bases : By evaluating prompt methods for extracting information from language models pre-trained on scientific articles

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

   Author : Ebba Hellberg; [2023]
   Keywords : Language model; GPT; knowledge probing; information extraction; prompt methods; Språkmodell; GPT; kunskapsbas; informationsextraktion; prompt-metoder;

   Abstract : Scientific findings recorded in literature help continuously guide scientific advancements, but manual approaches to accessing that knowledge are insufficient due to the sheer quantity of information and data available. Although pre-trained language models are being explored for their utility as knowledge bases and structured data repositories, there is a lack of research for this application in the biomedical domain. READ MORE