Machine Learning and Deep Neural Network-Based Lemmatization and Morphosyntactic Tagging for Serbian

no code implementations • LREC 2020 • Ranka Stankovic, {\v{S}}, Branislava rih, Cvetana Krstev, Milo{\v{s}} Utvi{\'c}, Mihailo Skoric

The training of new tagger models for Serbian is primarily motivated by the enhancement of the existing tagset with the grammatical category of a gender.

BIG-bench Machine Learning Lemmatization +2

Development and Evaluation of Three Named Entity Recognition Systems for Serbian - The Case of Personal Names

no code implementations • RANLP 2019 • {\v{S}}, Branislava rih, Cvetana Krstev, Ranka Stankovic

In this paper we present a rule- and lexicon-based system for the recognition of Named Entities (NE) in Serbian newspaper texts that was used to prepare a gold standard annotated with personal names.

named-entity-recognition Named Entity Recognition +1