Essays about: "word similarity"

Showing result 6 - 10 of 42 essays containing the words word similarity.

  1. 6. Discovering Implant Terms in Medical Records

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Oskar Jerdhaf; [2021]
    Keywords : AI; Machine Learning; Medical Records; Patient Records; Medical; Record; Electronic Records; Electronic Medical Records; BERT; EMR; Implant Terms; Implants; Term; Terms; Term Discovery; Artificial Intelligence; Word; Similarity; Word Similarity; word-similarity; embeddings; word embeddings; word-embeddings; transformers; KDTREE; BALLTREE; NER; AI; Artificiel Intelligens; Maskininlärning; Patient Journal; Medicinsk Journal; Elektronisk Medicinsk Journal; Termer; BERT; KDTREE; BALLTREE; NER; liknande ord; transformers; EMR;

    Abstract : Implant terms are terms like "pacemaker" which indicate the presence of artifacts in the body of a human. These implant terms are key to determining if a patient can safely undergo Magnetic Resonance Imaging (MRI). READ MORE

  3. 7. A retrieval-based chatbot ́s opinion on the trolley problem

    University essay from

    Author : Hampus Björklin; Tim Abrahamsson; Oscar Widenfalk; [2021]
    Keywords : chatbot; language model; trolley problem; BERT encoding; discord;

    Abstract : The goal of this project was to create a chatbot capable of debating a user using limited resources including a discussion thread from the online debate forum Kialo. A retrieval based bot was designed and the discussion thread was converted into a database which the bot could interpret and choose an appropriate answer from. READ MORE

  4. 8. Evaluation of Sentence Representations in Semantic Text Similarity Tasks

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

    Author : Nils Balzar Ekenbäck; [2021]
    Keywords : sentence representations; semantic text similarity; sentence simi-larity; word embeddings; sentence embeddings; meningsrepresentation; semantisk textlikhet; meningslikhet; or-dinbäddningar; meningsinbäddningar;

    Abstract : This thesis explores the methods of representing sentence representations for semantic text similarity using word embeddings and benchmarks them against sentence based evaluation test sets. Two methods were used to evaluate the representations: STS Benchmark and STS Benchmark converted to a binary similarity task. READ MORE

  5. 9. Repairing Swedish Automatic Speech Recognition

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

    Author : Karla Rehn; [2021]
    Keywords : Automatic speech recognition; Dialogue systems; Language models; ASR Repair; Automatisk taligenkänning; Dialogsystem; Språkmodeller; Reparation av taligenkänning;

    Abstract : The quality of automatic speech recognition has increased dramatically the last few years, but the performance for low and middle resource languages such as Swedish is still far from optimal. In this project a language model trained on large written corpora called KB-BERT is utilized to improve the quality of transcriptions for Swedish. READ MORE

  6. 10. Implementation of an abstract module for entity resolution to combine data sources with the same domain information

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Ziaul Islam Chowdhury; [2021]
    Keywords : ;

    Abstract : Increasing digitalization is creating a lot of data every day. Sometimes the same real-world entity is stored in multiple data sources but lacks common reference. This creates a significant challenge on the integration of data sources and may cause duplicates and inconsistencies if not resolved correctly. READ MORE