Ensemble Named Entity Recognition (NER): Evaluating NER Tools in the Identification of Place Names in Historical Corpora
نویسندگان
چکیده
منابع مشابه
Ensemble Named Entity Recognition (NER): Evaluating NER Tools in the Identification of Place Names in Historical Corpora
The field of Spatial Humanities has advanced substantially in the past years. The identification and extraction of toponyms and spatial information mentioned in historical text collections has allowed its use in innovative ways, making possible the application of spatial analysis and the mapping of these places with geographic information systems. For instance, automated place name identificati...
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The increasing diversity of languages used on the web introduces a new level of complexity to Information Retrieval (IR) systems. We can no longer assume that textual content is written in one language or even the same language family. In this paper, we demonstrate how to build massive multilingual annotators with minimal human expertise and intervention. We describe a system that builds Named ...
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This paper describes performance of two systems for Named Entity Recognition (NER) task of FIRE 2013. The first system is a rule-based one whereas the second one is statistical (based on CRF) in nature. The systems vary in some other aspects too, for example, the first system works on untagged data (not even POS tag is done) to identify NER whereas the second system makes use of a POS tagger an...
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SUMMARY POSBIOTM-NER is a trainable biomedical named-entity recognition system. POSBIOTM-NER can be automatically trained and adapted to new datasets without performance degradation, using CRF (conditional random field) machine learning techniques and automatic linguistic feature analysis. Currently, we have trained our system on three different datasets. GENIA-NER was trained based on GENIA Co...
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The identification of names and dates in larger corpora of historical texts is important for both traditional and digitally mediated research; it is part of reading as well as of exploring digital corpora. This paper is an introduction to a number of issues concerning named entity recognition (NER) for classical Chinese. In particular it introduces the “Digital Archive of Buddhist Temple Gazett...
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ژورنال
عنوان ژورنال: Frontiers in Digital Humanities
سال: 2018
ISSN: 2297-2668
DOI: 10.3389/fdigh.2018.00002