• 70 Citations
  • 4 h-Index
20122019
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Research Output 2012 2019

2019

An unsupervised word sense disambiguation system for under-resourced languages

Ustalov, D., Teslenko, D., Panchenko, A., Chernoskutov, M., Biemann, C. & Ponzetto, S. P., 1 Jan 2019, LREC 2018 - 11th International Conference on Language Resources and Evaluation. Isahara, H., Maegaard, B., Piperidis, S., Cieri, C., Declerck, T., Hasida, K., Mazo, H., Choukri, K., Goggi, S., Mariani, J., Moreno, A., Calzolari, N., Odijk, J. & Tokunaga, T. (eds.). European Language Resources Association (ELRA), p. 1018-1022 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

language
semantics
present
evaluation
resources
1 Citation (Scopus)

Improving hypernymy extraction with distributional semantic classes

Panchenko, A., Ustalov, D., Faralli, S., Ponzetto, S. P. & Biemann, C., 1 Jan 2019, LREC 2018 - 11th International Conference on Language Resources and Evaluation. Isahara, H., Maegaard, B., Piperidis, S., Cieri, C., Declerck, T., Hasida, K., Mazo, H., Choukri, K., Goggi, S., Mariani, J., Moreno, A., Calzolari, N., Odijk, J. & Tokunaga, T. (eds.). European Language Resources Association (ELRA), p. 1541-1551 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

semantics
induction
taxonomy
Semantic Classes
Taxonomy
2018

Equidistant nodes clustering: A soft clustering algorithm applied for synset induction

Chernoskutov, M. & Ustalov, D., 1 Jan 2018, In : CEUR Workshop Proceedings. 2277, p. 57-62 6 p.

Research output: Contribution to journalConference articleResearchpeer-review

Clustering algorithms
Processing

Fighting with the sparsity of synonymy dictionaries for automatic synset induction

Ustalov, D., Chernoskutov, M., Biemann, C. & Panchenko, A., 1 Jan 2018, Analysis of Images, Social Networks and Texts - 6th International Conference, AIST 2017, Revised Selected Papers. Springer Verlag, Vol. 10716 LNCS. p. 94-105 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10716 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Glossaries
Sparsity
Proof by induction
Graph in graph theory
Processing
2017

A tool for effective extraction of synsets and semantic relations from BabelNet

Ustalov, D. & Panchenko, A., 18 Oct 2017, Proceedings - 2017 Siberian Symposium on Data Science and Engineering, SSDSE 2017. Institute of Electrical and Electronics Engineers Inc., p. 10-13 4 p. 8071954

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Semantics
Resources
Processing
Evaluation
Experiments
2 Citations (Scopus)

Expanding hierarchical contexts for constructing a semantic word network

Ustalov, D. A., 2017, In : Komp'juternaja Lingvistika i Intellektual'nye Tehnologii. 1, 16, p. 360-372 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Semantics
semantics
wisdom
Glossaries
Russian language
17 Citations (Scopus)

Human and machine judgements for Russian semantic relatedness

Panchenko, A., Ustalov, D., Arefyev, N., Paperno, D., Konstantinova, N., Loukachevitch, N. & Biemann, C., 2017, Analysis of Images, Social Networks and Texts - 5th International Conference, AIST 2016, Revised Selected Papers. Springer Verlag, Vol. 661. p. 221-235 15 p. (Communications in Computer and Information Science; vol. 661).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Semantics
Thesauri
Processing

Mnogoznal: An unsupervised system for word sense disambiguation

Ustalov, D., Teslenko, D., Panchenko, A. & Chernoskutov, M., 14 Nov 2017, Proceedings - 2017 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2017. Institute of Electrical and Electronics Engineers Inc., p. 147-150 4 p. 8109857

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Word Sense Disambiguation
Semantics
Vector spaces
Vector Space Model
Semantic Similarity
5 Citations (Scopus)

Negative sampling improves hypernymy extraction based on projection learning

Ustalov, D., Arefyev, N., Biemann, C. & Panchenko, A., 2017, Short Papers. Association for Computational Linguistics, Vol. 2. p. 543-550 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

projection
learning
candidacy
art
language

Preface

Sozykin, A., Radchenko, G. & Ustalov, D., 1 Jan 2017, In : CEUR Workshop Proceedings. 1991, p. i

Research output: Contribution to journalEditorialResearchpeer-review

Synonymy graph connectivity in graph-based word sense induction

Chernoskutov, M. & Ustalov, D., 18 Oct 2017, Proceedings - 2017 Siberian Symposium on Data Science and Engineering, SSDSE 2017. Institute of Electrical and Electronics Engineers Inc., p. 14-17 4 p. 8071955

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Connectivity
Induction
Graph
Evaluation
Language
17 Citations (Scopus)

Watset: Automatic induction of synsets from a graph of synonyms

Ustalov, D., Panchenko, A. & Biemann, C., 1 Jan 2017, ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics, Vol. 1. p. 1579-1590 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Fuzzy clustering
Glossaries
induction
Clustering algorithms
gold standard

Обнаружение понятий в графе синонимов

Усталов, Д. А., 2017, In : Вычислительные технологии. 22, S1, p. 99-112 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Glossaries
Experiments
2016
3 Citations (Scopus)

An information retrieval system for technology analysis and forecasting

Nikitinsky, N., Ustalov, D. & Shashev, S., 13 Jan 2016, Proceedings of Artificial Intelligence and Natural Language and Information Extraction, Social Media and Web Search FRUCT Conference, AINL-ISMW FRUCT 2015. Institute of Electrical and Electronics Engineers Inc., p. 52-59 8 p. 7382969

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Information retrieval systems
Technological forecasting
Decision support systems
Industry

Crowdsourcing synset relations with Genus-Species-Match

Ustalov, D., 13 Jan 2016, Proceedings of Artificial Intelligence and Natural Language and Information Extraction, Social Media and Web Search FRUCT Conference, AINL-ISMW FRUCT 2015. Institute of Electrical and Electronics Engineers Inc., p. 118-124 7 p. 7382980

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Glossaries
Natural language processing systems
Personnel
Experiments
3 Citations (Scopus)

Eliminating fuzzy duplicates in crowdsourced lexical resources

Kiselev, Y., Ustalov, D. & Porshnev, S., 2016, Proceedings of the 8th Global WordNet Conference, GWC 2016. Global WordNet Association, p. 161-167 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Thesauri

Learning Word Subsumption Projections for the Russian Language

Ustalov, D. & Panchenko, A., 2016, INTERNATIONAL CONFERENCE ON BIG DATA AND ITS APPLICATIONS (ICBDA 2016). Balk, Raigorodsky, A. & Nikulchev, E. (eds.). EDP Sciences, 8 p. (ITM Web of Conferences; vol. 8).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Preface

Sozykin, A., Akimova, E. & Ustalov, D., 2016, In : CEUR Workshop Proceedings. 1729

Research output: Contribution to journalEditorialResearchpeer-review

Sense inventory alignment using lexical substitutions and crowdsourcing

Ustalov, D. & Igushkin, S., 5 Oct 2016, Proceedings of the International FRUCT Conference on Intelligence, Social Media and Web, ISMW FRUCT 2016. Institute of Electrical and Electronics Engineers Inc., 7584771

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

substitution
Substitution reactions
Russian language
induction
Experiments
9 Citations (Scopus)

YARN: Spinning-in-progress

Braslavski, P., Ustalov, D., Mukhin, M. & Kiselev, Y., 2016, Proceedings of the 8th Global WordNet Conference, GWC 2016. Global WordNet Association, p. 58-65 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Thesauri
Linguistics
2015
3 Citations (Scopus)

Add-Remove-Confirm: Crowdsourcing synset cleansing

Ustalov, D. & Kiselev, Y., 25 Nov 2015, 9th International Conference on Application of Information and Communication Technologies, AICT 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 143-147 5 p. 7338534

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Thesauri
Artificial intelligence
Processing
1 Citation (Scopus)

Introducing government contracts to technology forecasting

Nikitinsky, N. S., Ustalov, D. A. & Shashev, S. A., 2015, In : International Journal of Economics and Financial Issues. 5, 3S, p. 300-307 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Technology forecasting
Government
Data sources
Latent semantic analysis
Forecasting system

Preface

Sozykin, A., Akimova, E. & Ustalov, D., 2015, In : CEUR Workshop Proceedings. 1513, p. i

Research output: Contribution to journalEditorialResearchpeer-review

1 Citation (Scopus)

Russian thesauri as linked open data

Ustalov, D. A., 2015, Komp'juternaja Lingvistika i Intellektual'nye Tehnologii. 14 ed. Российский государственный гуманитарный университет, Vol. 1. p. 616-625 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Thesauri
thesaurus
Linguistics
Glossaries
Russian language
1 Citation (Scopus)

Tagbag: Annotating a foreign language lexical resource with pictures

Ustalov, D., 2015, Communications in Computer and Information Science. Springer Verlag, Vol. 542. p. 361-369 9 p. (Communications in Computer and Information Science; vol. 542).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Glossaries
Drawing (graphics)
Photography
1 Citation (Scopus)

Towards crowdsourcing and cooperation in linguistic resources

Ustalov, D., 2015, Communications in Computer and Information Science. Springer Verlag, Vol. 505. p. 348-358 11 p. (Communications in Computer and Information Science; vol. 505).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Linguistics
Taxonomies
2014
2 Citations (Scopus)

Enhancing Russian wordnets using the force of the crowd

Ustalov, D., 2014, ANALYSIS OF IMAGES, SOCIAL NETWORKS AND TEXTS. Ignatov, DI., Khachay, MY., Panchenko, A., Konstantinova, N. & Yavorskiy, RE. (eds.). Springer Verlag, Vol. 436. p. 257-264 8 p. (Communications in Computer and Information Science; vol. 436).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

1 Citation (Scopus)

Words worth attention: Predicting words of the week on the Russian wiktionary

Ustalov, D., 1 Jan 2014, In : Communications in Computer and Information Science. 468, p. 196-207 12 p.

Research output: Contribution to journalArticleResearchpeer-review

Parallel architectures
Particle accelerators
Graphics processing unit
2012
3 Citations (Scopus)

An ontology based approach to text to picture synthesis systems

Ustalov, D. & Kudryavtsev, A., 2012, In : International Journal of Economics and Financial Issues. 871, p. 94-101 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Ontology
Computer systems
XML
Information systems
Loose coupling