Essays about: "named entities"

Showing result 1 - 5 of 52 essays containing the words named entities.

1. 1. Unified Modeling Language(UML) generation from userrequirements in naturallanguage

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Megh Gala; [2023]
   Keywords : ;

   Abstract : A significant challenge in software engineering is the process of translating natural language requirements into Unified Modeling Language (UML) diagrams. This thesis delves into the methodologies and approaches involved in the automated derivation of UML diagrams from textual requirements. READ MORE

3. 2. Fine-tuning a BERT-based NER Model for Positive Energy Districts

   University essay from Högskolan Dalarna/Institutionen för information och teknik

   Author : Karen Ortega; Fei Sun; [2023]
   Keywords : Positive Energy District PED ; Named Entity Recognition NER ; Bidirectional Encoder Representations from Transformers BERT ; Pipeline; Fine-tune;

   Abstract : This research presents an innovative approach to extracting information from Positive Energy Districts (PEDs), urban areas generating surplus energy. PEDs are integral to the European Commission's SET Plan, tackling housing challenges arising from population growth. READ MORE

4. 3. 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. 4. Named Entity Recognition for Case Narratives of Adverse Event Reports

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Jayant Yadav; [2023]
   Keywords : ;

   Abstract : In the field of pharmacovigilance (PV), signal detection and assessment activities play a crucial role. They require a PV assessor to read through countless adverse event reports which is manual labor-intensive work. To ease the reading process, visual highlighters can be provided by leveraging natural language processing techniques. READ MORE

6. 5. Exploring Data Extraction and Relation Identification Using Machine Learning : Utilizing Machine-Learning Techniques to Extract Relevant Information from Climate Reports

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : William Berger; Alex Fooladi; Markus Lindgren; Michel Messo; Jonas Rosengren; Lukas Rådmann; [2023]
   Keywords : Data extraction; Named Entity Recognition; Relation Extraction; Machine Learning;

   Abstract : Ensuring the accessibility of data from Swedish municipal climate reports is necessary for examining climate work in Sweden. Manual data extraction is time-consuming and prone to errors, necessitating automation of the process. READ MORE