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1
Adapting a Pre-Neural Named Entity Recognizer and Linker to Historical Data
In: CEUR Workshop Proceedings Conference and Labs of the Evaluation Forum ; https://hal-inalco.archives-ouvertes.fr/hal-03613392 ; CEUR Workshop Proceedings Conference and Labs of the Evaluation Forum, Sep 2020, Thessalonoki, Greece (2020)
Abstract: International audience ; This article describes the participation of ERTIM (INALCO) to the French NER task of CLEF HIPE 2020 lab with the mXS system, a combination of pattern mining and machine learning, implemented in 2010-2013. Due to multiple reasons, almost no upgrades or improvements were achieved since then, only a minimal linking module and some lexical entries were added. No training and almost no adaptation were implemented for this lab. Results on historical data show severe degradations, in particular concerning the recognition of organisations.
Keyword: [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing; French; Historical Texts; Named Entity Recognition; Pattern Mining
URL: https://hal-inalco.archives-ouvertes.fr/hal-03613392
https://hal-inalco.archives-ouvertes.fr/hal-03613392/document
https://hal-inalco.archives-ouvertes.fr/hal-03613392/file/paper_243.pdf
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Adapting a Pre-Neural Named Entity Recognizer and Linker to Historical Data
In: CEUR Workshop Proceedings Conference and Labs of the Evaluation Forum ; https://hal-inalco.archives-ouvertes.fr/hal-03613392 ; CEUR Workshop Proceedings Conference and Labs of the Evaluation Forum, Sep 2020, Thessalonoki, Greece (2020)
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3
Pattern Mining for Named Entity Recognition
In: ISSN: 0302-9743 ; Lecture Notes in Computer Science ; Human Language Technology. Challenges for Computer Science and Linguistics. 5th Language and Technology Conference, LTC 2011, Revised Selected Papers. ; 5th Language and Technology Conference, LTC 2011, Poznan, Poland ; https://hal.archives-ouvertes.fr/hal-01064385 ; 5th Language and Technology Conference, LTC 2011, Poznan, Poland, Nov 2011, Poznan, Poland. pp.226-237, ⟨10.1007/978-3-319-08958-419⟩ (2011)
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