Browsing Computer Science by Subject "Machine Learning in Mulitmedia Information Retrieval"
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An Evaluation Method for Diachronic Word Sense Induction
(Association for Computational Linguistics, 2020)The task of Diachronic Word Sense Induction (DWSI) aims to identify the meaning of words from their context, taking the temporal dimension into account. In this paper we propose an evaluation method based on large-scale ... -
Is It Dish Washer Safe? Automatically Answering "Yes/No'' Questions Using Customer Reviews
(2019)It has become commonplace for people to share their opinions about all kinds of products by posting reviews online. It has also become commonplace for potential customers to do research about the quality and limitations ... -
Q. Can Knowledge Graphs be used to Answer Boolean Questions? A. It's complicated!
(Association for Computational Linguistics, 2020)In this paper we explore the problem of machine reading comprehension, focusing on the BoolQ dataset of Yes/No questions. We carryout an error analysis of a BERT-based machine reading comprehension model on this ...