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    Chapter and Conference Paper

    Using a Large Monolingual Corpus to Improve Translation Accuracy

    The existence of a phrase in a large monolingual corpus is very useful information, and so is its frequency. We introduce an alternative approach to automatic translation of phrases/sentences that operationali...

    Radu Soricut, Kevin Knight in Machine Translation: From Research to Real Users (2002)

  2. Article

    Automatic question answering using the web: Beyond the Factoid

    In this paper we describe and evaluate a Question Answering (QA) system that goes beyond answering factoid questions. Our approach to QA assumes no restrictions on the type of questions that are handled, and n...

    Radu Soricut, Eric Brill in Information Retrieval (2006)

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    Article

    Quality estimation for machine translation: preface

    Lucia Specia, Radu Soricut in Machine Translation (2013)

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    Chapter and Conference Paper

    Connecting Vision and Language with Localized Narratives

    We propose Localized Narratives, a new form of multimodal image annotations connecting vision and language. We ask annotators to describe an image with their voice while simultaneously hovering their mouse ove...

    Jordi Pont-Tuset, Jasper Uijlings, Soravit Changpinyo in Computer Vision – ECCV 2020 (2020)

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    Chapter and Conference Paper

    PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks

    With the increasing abundance of pretrained models in recent years, the problem of selecting the best pretrained checkpoint for a particular downstream classification task has been gaining increased attention....

    Nan Ding, ** Chen, Tomer Levinboim, Soravit Changpinyo in Computer Vision – ECCV 2022 (2022)