Linguistic Features for Named Entity Recognition Using CRFs. Ram, R., V., S., Akilandeswari, A., & Devi, S., L. In 2010 International Conference on Asian Language Processing, pages 158-161, 2010. Ieee. Website abstract bibtex We present a work on identification and classification of Named Entities in Tamil, a morphologically rich language. Here we have used a machine learning technique, Conditional Random Fields (CRFs) for this task. We discuss here about the linguistic features used in CRFs for this morphologically rich language.
@inProceedings{
title = {Linguistic Features for Named Entity Recognition Using CRFs},
type = {inProceedings},
year = {2010},
identifiers = {[object Object]},
keywords = {crfs,feature,morphologically rich,named entitiy recognition},
pages = {158-161},
websites = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=5681603},
publisher = {Ieee},
id = {fdbc6dff-ca27-30cd-b447-769b09a49d65},
created = {2012-01-21T12:35:31.000Z},
file_attached = {false},
profile_id = {5284e6aa-156c-3ce5-bc0e-b80cf09f3ef6},
group_id = {066b42c8-f712-3fc3-abb2-225c158d2704},
last_modified = {2017-03-14T14:36:19.698Z},
tags = {named entity recognition},
read = {false},
starred = {false},
authored = {false},
confirmed = {true},
hidden = {false},
citation_key = {Ram2010},
private_publication = {false},
abstract = {We present a work on identification and classification of Named Entities in Tamil, a morphologically rich language. Here we have used a machine learning technique, Conditional Random Fields (CRFs) for this task. We discuss here about the linguistic features used in CRFs for this morphologically rich language.},
bibtype = {inProceedings},
author = {Ram, R Vijay Sundar and Akilandeswari, A and Devi, Sobha Lalitha},
booktitle = {2010 International Conference on Asian Language Processing}
}
Downloads: 0
{"_id":"GqYhqDs7ipHgnkxkw","bibbaseid":"ram-akilandeswari-devi-linguisticfeaturesfornamedentityrecognitionusingcrfs-2010","authorIDs":[],"author_short":["Ram, R., V., S.","Akilandeswari, A.","Devi, S., L."],"bibdata":{"title":"Linguistic Features for Named Entity Recognition Using CRFs","type":"inProceedings","year":"2010","identifiers":"[object Object]","keywords":"crfs,feature,morphologically rich,named entitiy recognition","pages":"158-161","websites":"http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=5681603","publisher":"Ieee","id":"fdbc6dff-ca27-30cd-b447-769b09a49d65","created":"2012-01-21T12:35:31.000Z","file_attached":false,"profile_id":"5284e6aa-156c-3ce5-bc0e-b80cf09f3ef6","group_id":"066b42c8-f712-3fc3-abb2-225c158d2704","last_modified":"2017-03-14T14:36:19.698Z","tags":"named entity recognition","read":false,"starred":false,"authored":false,"confirmed":"true","hidden":false,"citation_key":"Ram2010","private_publication":false,"abstract":"We present a work on identification and classification of Named Entities in Tamil, a morphologically rich language. Here we have used a machine learning technique, Conditional Random Fields (CRFs) for this task. We discuss here about the linguistic features used in CRFs for this morphologically rich language.","bibtype":"inProceedings","author":"Ram, R Vijay Sundar and Akilandeswari, A and Devi, Sobha Lalitha","booktitle":"2010 International Conference on Asian Language Processing","bibtex":"@inProceedings{\n title = {Linguistic Features for Named Entity Recognition Using CRFs},\n type = {inProceedings},\n year = {2010},\n identifiers = {[object Object]},\n keywords = {crfs,feature,morphologically rich,named entitiy recognition},\n pages = {158-161},\n websites = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=5681603},\n publisher = {Ieee},\n id = {fdbc6dff-ca27-30cd-b447-769b09a49d65},\n created = {2012-01-21T12:35:31.000Z},\n file_attached = {false},\n profile_id = {5284e6aa-156c-3ce5-bc0e-b80cf09f3ef6},\n group_id = {066b42c8-f712-3fc3-abb2-225c158d2704},\n last_modified = {2017-03-14T14:36:19.698Z},\n tags = {named entity recognition},\n read = {false},\n starred = {false},\n authored = {false},\n confirmed = {true},\n hidden = {false},\n citation_key = {Ram2010},\n private_publication = {false},\n abstract = {We present a work on identification and classification of Named Entities in Tamil, a morphologically rich language. Here we have used a machine learning technique, Conditional Random Fields (CRFs) for this task. We discuss here about the linguistic features used in CRFs for this morphologically rich language.},\n bibtype = {inProceedings},\n author = {Ram, R Vijay Sundar and Akilandeswari, A and Devi, Sobha Lalitha},\n booktitle = {2010 International Conference on Asian Language Processing}\n}","author_short":["Ram, R., V., S.","Akilandeswari, A.","Devi, S., L."],"urls":{"Website":"http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=5681603"},"bibbaseid":"ram-akilandeswari-devi-linguisticfeaturesfornamedentityrecognitionusingcrfs-2010","role":"author","keyword":["crfs","feature","morphologically rich","named entitiy recognition"],"downloads":0,"html":""},"bibtype":"inProceedings","creationDate":"2020-02-06T23:48:11.937Z","downloads":0,"keywords":["crfs","feature","morphologically rich","named entitiy recognition"],"search_terms":["linguistic","features","named","entity","recognition","using","crfs","ram","akilandeswari","devi"],"title":"Linguistic Features for Named Entity Recognition Using CRFs","year":2010}