18th September 2019


Deep models of Semantic Knowledge (DemoSem)


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Project publications during the first period
  1. Kiril Simov, Petya Osenova. The BTBWN Wordnet. Special Issue on Linking, Integrating and Extending Wordnets, Linguistic Issues in Language Technology (LiLT), 2018
  2. 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
  3. Popov, A. Neural Network Models for Word Sense Disambiguation: an Overview. Cybernetics and Information Technologies, 2018, IICT, BAS (to appear).
  4. Popov, A. Word Sense Disambiguation with Recurrent Neural Networks, Proceedings of Student Research Workshop collocated with RANLP 2017, pp. 25-34.
  5. 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.
  6. 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.
  7. 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.
  8. Petya Osenova, Kiril Simov. Recent Developments within BulTreeBank. 16th International Workshop on Treebanks and Linguistic Theories, 2018.