Essays about: "passage-retrieval"
Found 3 essays containing the word passage-retrieval.
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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)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
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2. Zero-shot, One Kill: BERT for Neural Information Retrieval
University essay from Uppsala universitet/Institutionen för lingvistik och filologiAbstract : [Background]: The advent of bidirectional encoder representation from trans- formers (BERT) language models (Devlin et al., 2018) and MS Marco, a large scale human-annotated dataset for machine reading comprehension (Bajaj et al., 2016) that made publicly available, led the field of information retrieval (IR) to experience a revolution (Lin et al. READ MORE
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3. 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)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