Essays about: "inter-annotator agreement"

Found 3 essays containing the words inter-annotator agreement.

  1. 1. 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

  2. 2. 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

  3. 3. 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