Essays about: "inter-annotator agreement"

Found 4 essays containing the words inter-annotator agreement.

  1. 1. Automatic Classification of Conditions for Grants in Appropriation Directions of Government Agencies

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Emma Wallerö; [2022]
    Keywords : Text classification; annotation; SVM; BiLSTM; Transformers; BERT; Textklassificering; annotering; annotation; SVM; BiLSTM; Transformers; BERT;

    Abstract : This study explores the possibilities of classifying language as governing or not. The ground premise is to examine how detecting and quantifying governing conditions from thousands of financial grants in appropriation directions can be performed automatically, as well as creating a data set to perform machine learning for this text classification task. READ MORE

  3. 2. Machine Learning to minimize the human efforts in annotating the RDG-Map dialogue acts

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Jude Felix; [2021]
    Keywords : ;

    Abstract : Annotation is the process of labelling data and when this is done manually can be a very time-consuming and mentally straining job for the particular type of data. Dialogue acts are conversational interactions and annotating them manually will be a difficult task. READ MORE

  4. 3. Bootstrapping Annotated Job Ads using Named Entity Recognition and Swedish Language Models

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

    Author : Anna Nyqvist; [2021]
    Keywords : labour market; named entity recognition; natural language processing; BERT; data annotation; inter-annotator agreement; arbetsmarknad; namngiven entitetsigenkänning; naturlig språkbehandling; BERT; dataannotering; interannoterar-överenskommelse;

    Abstract : Named entity recognition (NER) is a task that concerns detecting and categorising certain information in text. A promising approach for NER that recently has emerged is fine-tuning Transformer-based language models for this specific task. However, these models may require a relatively large quantity of labelled data to perform well. READ MORE

  5. 4. Constructiveness-Based Product Review Classification

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Ugo Loobuyck; [2020]
    Keywords : constructive; constructiveness; classification; product; amazon; review; transformers; bert;

    Abstract : Promoting constructiveness in online comment sections is an essential step to make the internet a more productive place. On online marketplaces, customers often have the opportunity to voice their opinion and relate their experience with a given product. READ MORE