Essays about: "Dense Passage Retrieval"

Found 2 essays containing the words Dense Passage Retrieval.

1. 1. Distilling Multilingual Transformer Models for Efficient Document Retrieval : Distilling multi-Transformer models with distillation losses involving multi-Transformer interactions

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

   Author : Xuecong Liu; [2022]
   Keywords : Dense Passage Retrieval; Knowledge Distillation; Multilingual Transformer; Document Retrieval; Open Domain Question Answering; Tät textavsnittssökning; kunskapsdestillering; flerspråkiga transformatorer; dokumentsökning; domänlöst frågebesvarande;

   Abstract : Open Domain Question Answering (OpenQA) is a task concerning automatically finding answers to a query from a given set of documents. Language-agnostic OpenQA is an increasingly important research area in the globalised world, where the answers can be in a different language from the question. READ MORE

3. 2. Leveraging Artificial Intelligence For Sustained Organizational Competitive Advantage : A Study In Natural Language Processing And Dynamic Capabilities

   University essay from KTH/Industriell ekonomi och organisation (Inst.); KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Diar Sabri Ayoub; [2021]
   Keywords : Artificial Intelligence; Natural Language Processing; Document Retrieval; Strategic Management; Dynamic Capabilities; Competitive Advantage; Artificiell Intelligens; Naturlig Språkbehandling; Dokumenthämtning; Strategisk Ledning; Dynamiska Förmågor; Konkurrensfördelar;

   Abstract : Technologies such as Artificial Intelligence (AI) and Machine Learning (ML)are disrupting industries worldwide and are being categorized as drivers of a technological revolution. The economic impact is hypothesized to amount to hundreds of billions of US dollars in losses of wages, affecting governmental tax revenue streams consequentially. READ MORE