Search Results for author: Iva Marinova

Found 4 papers, 0 papers with code

The Bulgarian Event Corpus: Overview and Initial NER Experiments

no code implementations LREC 2022 Petya Osenova, Kiril Simov, Iva Marinova, Melania Berbatova

It will be used for: extracting knowledge and making it available through the Bulgaria-centric Knowledge Graph; further developing an annotation scheme that handles multiple domains in SSH; training automatic modules for the most important knowledge-based tasks, such as domain-specific and nested NER, NEL, event detection and profiling.

Event Detection NER

Reconstructing NER Corpora: a Case Study on Bulgarian

no code implementations LREC 2020 Iva Marinova, Laska Laskova, Petya Osenova, Kiril Simov, Alex Popov, er

The paper reports on the usage of deep learning methods for improving a Named Entity Recognition (NER) training corpus and for predicting and annotating new types in a test corpus.

named-entity-recognition Named Entity Recognition +1

Evaluation of Stacked Embeddings for Bulgarian on the Downstream Tasks POS and NERC

no code implementations RANLP 2019 Iva Marinova

This paper reports on experiments with different stacks of word embeddings and evaluation of their usefulness for Bulgarian downstream tasks such as Named Entity Recognition and Classification (NERC) and Part-of-speech (POS) Tagging.

named-entity-recognition Named Entity Recognition +5

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