no code implementations • RANLP 2021 • Iva Marinova, Yolina Petrova, Milena Slavcheva, Petya Osenova, Ivaylo Radev, Kiril Simov
The paper describes a system for automatic summarization in English language of online news data that come from different non-English languages.
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.
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.
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.