Named entity recognition: challenges in document annotation, gazetteer construction and disambiguation [PDF]
, 2013 The ' information explosion' has generated unprecedented amount of published information that is still growing at an astonishing rate. As the amount of information grows, the problem of managing the information becomes challenging.
Zhang, Ziqi
core +6 more sources
BarnebyLives: An R package to create herbarium specimen labels and clean spreadsheets. [PDF]
Appl Plant SciAbstract Premise Accessioning herbarium specimens is labor intensive, yet remains vital for research in ecology, evolution, and conservation. As institutional support for herbaria declines, efficient tools are needed to streamline this process. The R package BarnebyLives was developed to assist collectors by supplementing collection notes, verifying ...
Benkendorf RC, Fant JB.
europepmc +2 more sources
Humanités Numériques, 2021 We present in this paper an automated method to map out positive or negative semantic modalities associated with place names in Arabic travelogue literature.
Motasem Alrahabi +3 more
doaj +1 more source
Does semantics aid syntax? An empirical study on named entity recognition and classification [PDF]
, 2022 Many researchers jointly model multiple linguistic tasks (e.g., joint modeling of named entity recognition and named entity classification and joint modeling of syntactic parsing and semantic parsing) with an implicit assumption that these individual ...
Hussain, Amir +2 more
core +1 more source
ISPRS International Journal of Geo-Information, 2020 Geoparser is a fundamental component of a Geographic Information Retrieval (GIR) geoparser, which performs toponym recognition, disambiguation, and geographic coordinate resolution from unstructured text domain. However, geoparsing of news articles which
Agung Dewandaru +2 more
doaj +1 more source
Extraction and Analysis of Social Networks Data to Detect Traffic Accidents
Information, 2022 Traffic accident detection is an important strategy governments can use to implement policies intended to reduce accidents. They usually use techniques such as image processing, RFID devices, among others.
Nestor Suat-Rojas +2 more
doaj +1 more source
Traffic and road conditions monitoring system using extracted information from Twitter
Journal of Big Data, 2022 Congested roads and daily traffic jams cause traffic disturbances. A traffic monitoring system using closed-circuit television (CCTV) has been implemented, but the information gathered is still limited for public use.
Prabu Kresna Putra +2 more
doaj +1 more source
Unsupervised Named-Entity Recognition: Generating Gazetteers and Resolving Ambiguity [PDF]
, 2006 In this paper, we propose a named-entity recognition (NER) system that addresses two major limitations frequently discussed in the field. First, the system requires no human intervention such as manually labeling training data or creating gazetteers ...
Turney, Peter +8 more
core +1 more source
A two-stage registry-anchored approach for precision improvement in organization name recognition from PubMed affiliation strings: a validation study [PDF]
Science EditingPurpose Reliable bibliometric analysis requires the accurate linkage of heterogeneous affiliation strings to persistent organizational identifiers. Generic natural language processing tools frequently fail at this task because they tend to prioritize ...
Inmo Kang +5 more
doaj +1 more source
CSMNER: A Toponym Entity Recognition Model for Chinese Social Media
ISPRS International Journal of Geo-InformationIn the era of information explosion, Chinese social media has become a repository for massive geographic information; however, its unique unstructured nature and diverse expressions are challenging to toponym entity recognition.
Yuyang Qi +6 more
doaj +1 more source