Short CV
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.
Research Interests
- Dialog Systems
- Knowledge Graphs
- Machine Learning
- Spoken Language Understanding
Publications
2022
Perevalov, Aleksandr; Yan, Xi; Kovriguina, Liubov; Jiang, Longquan; Both, Andreas; Usbeck, Ricardo
Knowledge Graph Question Answering Leaderboard: A Community Resource
to Prevent a Replication Crisis Journal Article
In: CoRR, vol. abs/2201.08174, 2022.
@article{DBLP:journals/corr/abs-2201-08174,
title = {Knowledge Graph Question Answering Leaderboard: A Community Resource
to Prevent a Replication Crisis},
author = {Aleksandr Perevalov and
Xi Yan and
Liubov Kovriguina and
Longquan Jiang and
Andreas Both and
Ricardo Usbeck},
url = {https://arxiv.org/abs/2201.08174},
year = {2022},
date = {2022-01-01},
journal = {CoRR},
volume = {abs/2201.08174},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2018
Kovriguina, Liubov; Shilin, Ivan; Putintseva, Alina; Shipilo, Alexander
Multilevel Annotation in the Corpus for Parsing Russian Spontaneous
Speech Inproceedings
In: Speech and Computer - 20th International Conference, SPECOM 2018,
Leipzig, Germany, September 18-22, 2018, Proceedings, pp. 311–320, Springer, 2018.
@inproceedings{DBLP:conf/specom/KovriguinaSPS18,
title = {Multilevel Annotation in the Corpus for Parsing Russian Spontaneous
Speech},
author = {Liubov Kovriguina and
Ivan Shilin and
Alina Putintseva and
Alexander Shipilo},
url = {https://doi.org/10.1007/978-3-319-99579-3_33},
doi = {10.1007/978-3-319-99579-3_33},
year = {2018},
date = {2018-01-01},
booktitle = {Speech and Computer - 20th International Conference, SPECOM 2018,
Leipzig, Germany, September 18-22, 2018, Proceedings},
volume = {11096},
pages = {311--320},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2017
Kovriguina, Liubov; Shilin, Ivan; Shipilo, Alexander; Putintseva, Alina
Russian Tagging and Dependency Parsing Models for Stanford CoreNLP
Natural Language Toolkit Inproceedings
In: Knowledge Engineering and Semantic Web - 8th International Conference,
KESW 2017, Szczecin, Poland, November 8-10, 2017, Proceedings, pp. 101–111, Springer, 2017.
@inproceedings{DBLP:conf/kesw/KovriguinaSSP17,
title = {Russian Tagging and Dependency Parsing Models for Stanford CoreNLP
Natural Language Toolkit},
author = {Liubov Kovriguina and
Ivan Shilin and
Alexander Shipilo and
Alina Putintseva},
url = {https://doi.org/10.1007/978-3-319-69548-8_8},
doi = {10.1007/978-3-319-69548-8_8},
year = {2017},
date = {2017-01-01},
booktitle = {Knowledge Engineering and Semantic Web - 8th International Conference,
KESW 2017, Szczecin, Poland, November 8-10, 2017, Proceedings},
volume = {786},
pages = {101--111},
publisher = {Springer},
series = {Communications in Computer and Information Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2016
Ivanitskiy, Roman; Shipilo, Alexander; Kovriguina, Liubov
Russian Named Entities Recognition and Classification Using Distributed
Word and Phrase Representations Inproceedings
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.
@inproceedings{DBLP:conf/simbig/IvanitskiySK16,
title = {Russian Named Entities Recognition and Classification Using Distributed
Word and Phrase Representations},
author = {Roman Ivanitskiy and
Alexander Shipilo and
Liubov Kovriguina},
url = {http://ceur-ws.org/Vol-1743/paper18.pdf},
year = {2016},
date = {2016-01-01},
booktitle = {Proceedings of the 3rd Annual International Symposium on Information
Management and Big Data - SIMBig 2016, Cusco, Peru, September 1-3,
2016},
volume = {1743},
pages = {150--156},
publisher = {CEUR-WS.org},
series = {CEUR Workshop Proceedings},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2015
Kolchin, Maxim; Cherny, Eugene; Kozlov, Fedor; Shipilo, Alexander; Kovriguina, Liubov
CEUR-WS-LOD: - Conversion of CEUR-WS Workshops to Linked Data Inproceedings
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.
@inproceedings{DBLP:conf/esws/KolchinCKSK15,
title = {CEUR-WS-LOD: - Conversion of CEUR-WS Workshops to Linked Data},
author = {Maxim Kolchin and
Eugene Cherny and
Fedor Kozlov and
Alexander Shipilo and
Liubov Kovriguina},
url = {https://doi.org/10.1007/978-3-319-25518-7_12},
doi = {10.1007/978-3-319-25518-7_12},
year = {2015},
date = {2015-01-01},
booktitle = {Semantic Web Evaluation Challenges - Second SemWebEval Challenge at
ESWC 2015, Portorov z, Slovenia, May 31 - June 4, 2015, Revised
Selected Papers},
volume = {548},
pages = {142--152},
publisher = {Springer},
series = {Communications in Computer and Information Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Kovriguina, Liubov; Shipilo, Alexander; Kozlov, Fedor; Kolchin, Maxim; Cherny, Eugene
Metadata Extraction from Conference Proceedings Using Template-Based
Approach Inproceedings
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.
@inproceedings{DBLP:conf/esws/KovriguinaSKKC15,
title = {Metadata Extraction from Conference Proceedings Using Template-Based
Approach},
author = {Liubov Kovriguina and
Alexander Shipilo and
Fedor Kozlov and
Maxim Kolchin and
Eugene Cherny},
url = {https://doi.org/10.1007/978-3-319-25518-7_13},
doi = {10.1007/978-3-319-25518-7_13},
year = {2015},
date = {2015-01-01},
booktitle = {Semantic Web Evaluation Challenges - Second SemWebEval Challenge at
ESWC 2015, Portorov z, Slovenia, May 31 - June 4, 2015, Revised
Selected Papers},
volume = {548},
pages = {153--164},
publisher = {Springer},
series = {Communications in Computer and Information Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Mouromtsev, Dmitry; Kovriguina, Liubov; Emelyanov, Yury; Pavlov, Dmitry; Shipilo, Alexander
From Spoken Language to Ontology-Driven Dialogue Management Inproceedings
In: Text, Speech, and Dialogue - 18th International Conference, TSD
2015, Pilsen,Czech Republic, September 14-17, 2015, Proceedings, pp. 542–550, Springer, 2015.
@inproceedings{DBLP:conf/tsd/MouromtsevKEPS15,
title = {From Spoken Language to Ontology-Driven Dialogue Management},
author = {Dmitry Mouromtsev and
Liubov Kovriguina and
Yury Emelyanov and
Dmitry Pavlov and
Alexander Shipilo},
url = {https://doi.org/10.1007/978-3-319-24033-6_61},
doi = {10.1007/978-3-319-24033-6_61},
year = {2015},
date = {2015-01-01},
booktitle = {Text, Speech, and Dialogue - 18th International Conference, TSD
2015, Pilsen,Czech Republic, September 14-17, 2015, Proceedings},
volume = {9302},
pages = {542--550},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Mouromtsev, Dmitry; Kozlov, Fedor; Kovriguina, Liubov; Parkhimovich, Olga
ECOLE: Student Knowledge Assessment in the Education Process Inproceedings
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.
@inproceedings{DBLP:conf/www/MouromtsevKKP15,
title = {ECOLE: Student Knowledge Assessment in the Education Process},
author = {Dmitry Mouromtsev and
Fedor Kozlov and
Liubov Kovriguina and
Olga Parkhimovich},
url = {https://doi.org/10.1145/2740908.2741743},
doi = {10.1145/2740908.2741743},
year = {2015},
date = {2015-01-01},
booktitle = {Proceedings of the 24th International Conference on World Wide Web
Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion
Volume},
pages = {695--700},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2014
Mouromtsev, Dmitry; Kozlov, Fedor; Kovriguina, Liubov; Parkhimovich, Olga
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.
@inproceedings{DBLP:conf/fruct/MouromtsevKKP14,
title = {Linking e-learning ontology concepts with NLP algorithms},
author = {Dmitry Mouromtsev and
Fedor Kozlov and
Liubov Kovriguina and
Olga Parkhimovich},
url = {https://doi.org/10.1109/FRUCT.2014.7000929},
doi = {10.1109/FRUCT.2014.7000929},
year = {2014},
date = {2014-01-01},
booktitle = {Proceedings of 16th Conference of Open Innovations Association FRUCT,
Oulu, Finland, October 27-31, 2014},
pages = {60--65},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Mouromtsev, Dmitry; Kozlov, Fedor; Kovriguina, Liubov; Parkhimovich, Olga
A Combined Method for E-Learning Ontology Population based on NLP
and User Activity Analysis Inproceedings
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.
@inproceedings{DBLP:conf/semweb/MouromtsevKKP14,
title = {A Combined Method for E-Learning Ontology Population based on NLP
and User Activity Analysis},
author = {Dmitry Mouromtsev and
Fedor Kozlov and
Liubov Kovriguina and
Olga Parkhimovich},
url = {http://ceur-ws.org/Vol-1254/5_mouromtsev.pdf},
year = {2014},
date = {2014-01-01},
booktitle = {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},
volume = {1254},
publisher = {CEUR-WS.org},
series = {CEUR Workshop Proceedings},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2013
Popova, Svetlana; Kovriguina, Liubov; Mouromtsev, Dmitry; Khodyrev, Ivan
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.
@inproceedings{DBLP:conf/fruct/PopovaKMK13,
title = {Stop-words in keyphrase extraction problem},
author = {Svetlana Popova and
Liubov Kovriguina and
Dmitry Mouromtsev and
Ivan Khodyrev},
url = {https://doi.org/10.1109/FRUCT.2013.6737953},
doi = {10.1109/FRUCT.2013.6737953},
year = {2013},
date = {2013-01-01},
booktitle = {14th Conference of Open Innovations Association FRUCT, Espoo, Finland,
November 11-15, 2013},
pages = {113--121},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
