Liner2.6 model NER NKJP

PID

Liner2.6 NER NKJP model

The package contains a pre-trained Liner2 (https://github.com/CLARIN-PL/Liner2) model for recognition named entities according to NKJP guidelines. The model was trained on the NKJP corpus (http://nkjp.pl/) and evaluated in the PolEval 2018 Task 2 (http://poleval.pl/tasks/).

The model won third place with the following results: Exact — 0.778, Overlap — 0.818, Final — 0.810.

References: * NKJP corpus in TEI format — http://clip.ipipan.waw.pl/NationalCorpusOfPolish?action=AttachFile&do=view&target=NKJP-PodkorpusMilionowy-1.2.tar.gz * PolEval 2018 Task 2 evaluation corpus — http://mozart.ipipan.waw.pl/~axw/poleval2018/

Identifier
PID http://hdl.handle.net/11321/598
Related Identifier https://github.com/CLARIN-PL/Liner2
Metadata Access https://clarin-pl.eu/oai/request?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai:clarin-pl.eu:11321/598
Provenance
Creator Marcińczuk, Michał
Publisher Wrocław University of Science and Technology
Publication Year 2018
Rights GNU GPL3; http://www.gnu.org/licenses/gpl-3.0.en.html; PUB
OpenAccess true
Contact clarin-pl(at)pwr.edu.pl
Representation
Language Polish
Resource Type toolService
Format text/plain; charset=utf-8; application/zip; application/octet-stream; downloadable_files_count: 2
Discipline Linguistics