Liubov is a research engineer at Fraunhofer IAIS, currently focusing on incorporating knowledge graphs to dialogue systems and combining structured linguistic representations with neural language models.
She obtained a candidate degree at St. Petersburg State University in 2015 and have been working as assistant professor at ITMO University (Russia) and postdoc researcher at InfAI, Leipzig in 2020, before joining Fraunhofer IAIS at the end of 2020. She took part in several research and industry projects, including voice interfaces for Internet of Things, spoken language parsing, multimodal corpora development, ASR evaluation.
Liubov’s main research interests include NLP, artificial intelligence in general, machine learning, dialogue systems architectures, incompleteness handling in NLP pipelines and spoken language understanding.
- Dialog Systems
- Knowledge Graphs
- Machine Learning
- Spoken Language Understanding
In: CoRR, vol. abs/2201.08174, 2022.
In: Speech and Computer - 20th International Conference, SPECOM 2018, Leipzig, Germany, September 18-22, 2018, Proceedings, pp. 311–320, Springer, 2018.
In: Knowledge Engineering and Semantic Web - 8th International Conference, KESW 2017, Szczecin, Poland, November 8-10, 2017, Proceedings, pp. 101–111, Springer, 2017.
In: Proceedings of the 3rd Annual International Symposium on Information Management and Big Data - SIMBig 2016, Cusco, Peru, September 1-3, 2016, pp. 150–156, CEUR-WS.org, 2016.
In: Semantic Web Evaluation Challenges - Second SemWebEval Challenge at ESWC 2015, Portorov z, Slovenia, May 31 - June 4, 2015, Revised Selected Papers, pp. 142–152, Springer, 2015.
In: Semantic Web Evaluation Challenges - Second SemWebEval Challenge at ESWC 2015, Portorov z, Slovenia, May 31 - June 4, 2015, Revised Selected Papers, pp. 153–164, Springer, 2015.
In: Text, Speech, and Dialogue - 18th International Conference, TSD 2015, Pilsen,Czech Republic, September 14-17, 2015, Proceedings, pp. 542–550, Springer, 2015.
In: Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume, pp. 695–700, ACM, 2015.
Linking e-learning ontology concepts with NLP algorithms Inproceedings
In: Proceedings of 16th Conference of Open Innovations Association FRUCT, Oulu, Finland, October 27-31, 2014, pp. 60–65, IEEE, 2014.
In: Proceedings of the Linked Learning meets LinkedUp Workshop: Learning and Education with the Web of Data co-located with 13th International Semantic Web Conference (ISWC 2014), Riva del Garda, Italy, October 20, 2014, CEUR-WS.org, 2014.
Stop-words in keyphrase extraction problem Inproceedings
In: 14th Conference of Open Innovations Association FRUCT, Espoo, Finland, November 11-15, 2013, pp. 113–121, IEEE, 2013.