Essays about: "MS Marco"

Found 2 essays containing the words MS Marco.

  1. 1. Trade-offs between Quality and Efficiency in Multilingual Dense Retrieval

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

    Author : Emma Schüldt; [2022]
    Keywords : Dense retrieval; Binary Retrieval; Semantic search; ColBERT; Multilingual; MSMarco; Tät informationssökning; Binär informationssökning; Semantisk sökning; ColBERT; Flerspråkig; MS Marco;

    Abstract : As the amount of content online grows, information retrieval becomes increasingly crucial. Traditional information retrieval does not take the text order into account and is also dependent on exact text matching between the query and the document. READ MORE

  3. 2. Zero-shot, One Kill: BERT for Neural Information Retrieval

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Stergios Efes; [2021]
    Keywords : neural information retrieval; passage ranking; weak supervision; question answering; passage reranking; BERT; transfer-learning in IR; zero-shot IR; passage-retrieval; BERT for passage-retrieval; MS Marco; information retrieval; neural IR;

    Abstract : [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