Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 11 of 11 for “"multi-document summarization"”.
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A Study on the Application of Natural Language Processing Methods to Scientific Text
… literature (sometimes called "scholarly document processing'' or SDP) has enabled literature-scale information extraction, precise search across 100s of millions of papers, and automatic summarization. In this dissertation, I study the methods behind these applications to (1) understand …
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Learning human beliefs with language models
… introduce a model for automatically summarizing multiple documents about the same subject, which we apply to opinionated posts found on popular review websites. Summaries can help organize large amounts of often siloed information, and help people understand the most salient viewpoints from …
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Contrastive Text Generation
… focuses on developing summaries that present multiple view-points on issues of interest. Such capacity is important in many areas like medical studies, where articles may not agree with each other. While the automatic summarization methods developed in the recent decade excel in single …
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Event-related Collections Understanding and Services
… and male-related tweeters through multiple features with both machine learning (i.e., random forest classifier) and deep learning (i.e., an 18-layer ResNet) techniques. As guidance to user-centered social research at the information level, we combine TwiRole with a pre-trained …