• Publications
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Robust named entity disambiguation with random walks
TLDR
Named Entity Disambiguation is the task of assigning entities from a Knowledge Base to mentions of such entities in a textual document. Expand
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XQuery 1.0 and XPath 2.0 Full-Text
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Effectiveness and Efficiency of Open Relation Extraction
TLDR
A large number of Open Relation Extraction approaches have been proposed recently, covering a wide range of NLP machinery, from “shallow” (e.g., part-of-speech tagging) to “deep”. Expand
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The XML web: a first study
TLDR
This paper is the first attempt at describing the XML Web, the subset of the Web made of XML documents only, and the documents contained in it. Expand
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Efficient incremental validation of XML documents
TLDR
We discuss incremental validation of XML documents with respect to DTDs and XML schema definitions. Expand
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Identification of Speakers in Novels
TLDR
We present a supervised machine learning approach to identifying speakers of utterances in novels that incorporates several novel features. Expand
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Open Information Extraction with Tree Kernels
Traditional relation extraction seeks to identify pre-specified semantic relations within natural language text, while open Information Extraction (Open IE) takes a more general approach, and looksExpand
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Staphylococcus aureus prophylaxis in hemodialysis patients using central venous catheter: effect of mupirocin ointment.
Central venous catheterization is a common technique to establish rapid and temporary access for hemodialysis. However, it is a known risk factor for Staphylococcus aureus infection and bacteremia.Expand
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Neural Fine-Grained Entity Type Classification with Hierarchy-Aware Loss
TLDR
We propose an end-to-end solution with a neural network model that uses a variant of cross- entropy loss function to handle out-of-context labels, and hierarchical loss normalization to cope with overly-specific ones. Expand
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ToXgene: a template-based data generator for XML
TLDR
We present ToXgene, a template-based tool for facilitating the generation of large, consistent collections of synthetic XML documents. Expand
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