Deep models of Semantic Knowledge (DemoSem)
Project publications during the first period
- Kiril Simov, Petya Osenova. The BTBWN Wordnet. Special Issue on Linking, Integrating and Extending Wordnets, Linguistic Issues in Language Technology (LiLT), 2018
- Petya Osenova, Kiril Simov. Challenges Behind the Data-driven Bulgarian WordNet (BulTreeBank Bulgarian Wordnet). In: McCrae, Bond, et al. (Eds), Proceedings of the LDK 2017 Workshops: 1st Workshop on the OntoLex Model (OntoLex-2017), Shared Task on Translation Inference Across Dictionaries & Challenges for Wordnets, co-located with 1st Conf. LDK 2017, Galway, Ireland, June 18, 2017, pp.152-163
- Popov, A. Neural Network Models for Word Sense Disambiguation: an Overview. Cybernetics and Information Technologies, 2018, IICT, BAS (to appear).
- Popov, A. Word Sense Disambiguation with Recurrent Neural Networks, Proceedings of Student Research Workshop collocated with RANLP 2017, pp. 25-34.
- Kiril Simov, Petya Osenova, Alexander Popov. Comparison of Word Embeddings from Different Knowledge Graphs. In: Gracia, Bond, et al. (Eds.) Language, Data, and Knowledge, First Int. Conf., LDK 2017, Galway, Ireland, June 19-20, 2017, Proceedings, pp. 213-221. Springer.
- Kiril Simov, Svetla Boycheva, Petya Osenova. Towards Lexical Chains for Knowledge-Graph-based Word Embeddings. In: Angelova, Bontcheva et al. (Eds.) Proceedings of RANLP-2017, pp. 679–685, Varna, Bulgaria, Sep 4–6 2017.
- Simov, K., A. Popov, I. Simova and P. Osenova. Grammatical Role Embeddings for Enhancements of Relation Density in the Princeton WordNet. In: Proc. 9th Global WordNet Conference, 8–12 January, 2018, Nanyang Technological University (NTU), Singapore.
- Petya Osenova, Kiril Simov. Recent Developments within BulTreeBank. 16th International Workshop on Treebanks and Linguistic Theories, 2018.