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ORCIDDmitry Ustalov
Дмитрий Усталов
Person information
- unicode name: Дмитрий Усталов
- affiliation: JetBrains, Serbia
- affiliation (former): Toloka, Belgrade, Serbia
- affiliation (former): Yandex, Saint Petersburg, Russia
- affiliation (former): University of Mannheim, Germany
- affiliation (former): Krasovskii Institute of Mathematics and Mechanics, Russia
- affiliation (former): Ural Federal University, Russia
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2020 – today
- 2024
[j3]Dmitry Ustalov
, Nikita Pavlichenko, Boris Tseitlin:
Learning from Crowds with Crowd-Kit. J. Open Source Softw. 9(96): 6227 (2024)- [c38]Daryna Dementieva, Daniil Moskovskiy, Nikolay Babakov, Abinew Ali Ayele, Naquee Rizwan, Florian Schneider, Xintong Wang, Seid Muhie Yimam, Dmitry Ustalov, Elisei Stakovskii, Alisa Smirnova, Ashraf Elnagar, Animesh Mukherjee, Alexander Panchenko:
Overview of the Multilingual Text Detoxification Task at PAN 2024. CLEF (Working Notes) 2024: 2432-2461 - [c37]Janek Bevendorff, Xavier Bonet Casals, Berta Chulvi, Daryna Dementieva, Ashraf Elnagar, Dayne Freitag, Maik Fröbe, Damir Korencic, Maximilian Mayerl, Animesh Mukherjee, Alexander Panchenko, Martin Potthast, Francisco Rangel, Paolo Rosso, Alisa Smirnova, Efstathios Stamatatos, Benno Stein, Mariona Taulé, Dmitry Ustalov, Matti Wiegmann, Eva Zangerle:
Overview of PAN 2024: Multi-author Writing Style Analysis, Multilingual Text Detoxification, Oppositional Thinking Analysis, and Generative AI Authorship Verification - Extended Abstract. ECIR (6) 2024: 3-10 - 2023
- [c36]Anastasia Zhdanovskaya, Daria Baidakova, Dmitry Ustalov:
Data Labeling for Machine Learning Engineers: Project-Based Curriculum and Data-Centric Competitions. AAAI 2023: 15886-15893 - [c35]Dmitry Ustalov, Nikita Pavlichenko, Daniil Likhobaba, Alisa Smirnova:
WSDM Cup 2023 Challenge on Visual Question Answering. CSW@WSDM 2023: 1-7 - [c34]Daniil Likhobaba, Daniil Fedulov, Dmitry Ustalov:
Clustering Without Knowing How To: Application and Evaluation. ECIR (3) 2023: 262-268 - [c33]Dmitry Ustalov, Alisa Smirnova, Natalia Fedorova, Nikita Pavlichenko:
Crowdsourcing for Information Retrieval. ECIR (3) 2023: 357-361 - [c32]Nikita Pavlichenko, Dmitry Ustalov:
Best Prompts for Text-to-Image Models and How to Find Them. SIGIR 2023: 2067-2071 - [c31]Dmitry Ustalov, Saiph Savage, Niels van Berkel, Yang Liu:
4th Crowd Science Workshop - CANDLE: Collaboration of Humans and Learning Algorithms for Data Labeling. WSDM 2023: 1268 - [e5]Dmitry Ustalov, Saiph Savage, Niels van Berkel, Yang Liu, Alisa Smirnova:
Proceedings of the 4th Crowd Science Workshop on Collaboration of Humans and Learning Algorithms for Data Labeling co-located with ACM International WSDM Conference (WSDM 2023), Singapore, March 3, 2023. CEUR Workshop Proceedings 3357, CEUR-WS.org 2023 [contents] - [i21]Dmitry Ustalov, Nikita Pavlichenko, Sergey Koshelev, Daniil Likhobaba, Alisa Smirnova:
Toloka Visual Question Answering Benchmark. CoRR abs/2309.16511 (2023) - 2022
- [c30]Andy Alorwu, Saiph Savage, Niels van Berkel, Dmitry Ustalov, Alexey Drutsa, Jonas Oppenlaender, Oliver Bates, Danula Hettiachchi, Ujwal Gadiraju, Jorge Gonçalves, Simo Hosio:
REGROW: Reimagining Global Crowdsourcing for Better Human-AI Collaboration. CHI Extended Abstracts 2022: 88:1-88:7 - [c29]Dmitry Ustalov, Nikita Pavlichenko, Boris Tseytlin, Daria Baidakova, Alexey Drutsa:
Web Engineering with Human-in-the-Loop. ICWE 2022: 505-508 - [c28]Dmitry Ustalov, Natalia Fedorova, Nikita Pavlichenko:
Improving Recommender Systems with Human-in-the-Loop. RecSys 2022: 708-709 - [c27]Dmitry Ustalov:
Challenges in Data Production for AI with Human-in-the-Loop. WSDM 2022: 1651-1652 - [i20]Daniil Likhobaba, Daniil Fedulov, Dmitry Ustalov:
Clustering Without Knowing How To: Application and Evaluation. CoRR abs/2209.10267 (2022) - [i19]Nikita Pavlichenko, Dmitry Ustalov:
Best Prompts for Text-to-Image Models and How to Find Them. CoRR abs/2209.11711 (2022) - 2021
- [c26]Dmitry Ustalov, Nikita Pavlichenko, Ivan Stelmakh, Dmitriy Kuznetsov:
VLDB 2021 Crowd Science Challenge on Aggregating Crowdsourced Audio Transcriptions. CSW@VLDB 2021: 1-7 - [c25]Nikita Pavlichenko, Ivan Stelmakh, Dmitry Ustalov:
CrowdSpeech and Vox DIY: Benchmark Dataset for Crowdsourced Audio Transcription. NeurIPS Datasets and Benchmarks 2021 - [e4]Dmitry Ustalov, Fabio Casati, Alexey Drutsa, Ivan Stelmakh, Nikita Pavlichenko, Daria Baidakova:
Proceedings of the 2nd Crowd Science Workshop: Trust, Ethics, and Excellence in Crowdsourced Data Management at Scale co-located with 47th International Conference on Very Large Data Bases (VLDB 2021), Copenhagen, Denmark, August 20, 2021. CEUR Workshop Proceedings 2932, CEUR-WS.org 2021 [contents] - [i18]Nikita Pavlichenko, Ivan Stelmakh, Dmitry Ustalov:
Vox Populi, Vox DIY: Benchmark Dataset for Crowdsourced Audio Transcription. CoRR abs/2107.01091 (2021) - [i17]Dmitry Ustalov, Nikita Pavlichenko, Vladimir Losev, Evgeny Tulin, Iulian Giliazev:
A General-Purpose Crowdsourcing Computational Quality Control Toolkit for Python. CoRR abs/2109.08584 (2021) - [i16]Nikita Pavlichenko, Dmitry Ustalov:
IMDB-WIKI-SbS: An Evaluation Dataset for Crowdsourced Pairwise Comparisons. CoRR abs/2110.14990 (2021) - 2020
- [c24]Varvara Logacheva, Denis Teslenko, Artem Shelmanov, Steffen Remus, Dmitry Ustalov, Andrey Kutuzov, Ekaterina Artemova, Chris Biemann, Simone Paolo Ponzetto, Alexander Panchenko:
Word Sense Disambiguation for 158 Languages using Word Embeddings Only. LREC 2020: 5943-5952 - [c23]Alexey Drutsa, Valentina Fedorova, Dmitry Ustalov, Olga Megorskaya, Evfrosiniya Zerminova, Daria Baidakova:
Crowdsourcing Practice for Efficient Data Labeling: Aggregation, Incremental Relabeling, and Pricing. SIGMOD Conference 2020: 2623-2627 - [c22]Alexey Drutsa, Valentina Fedorova, Dmitry Ustalov, Olga Megorskaya, Evfrosiniya Zerminova, Daria Baidakova:
Practice of Efficient Data Collection via Crowdsourcing: Aggregation, Incremental Relabelling, and Pricing. WSDM 2020: 873-876 - [e3]Dmitry Ustalov, Fabio Casati, Alexey Drutsa, Daria Baidakova:
Proceedings of the Crowd Science Workshop: Remoteness, Fairness, and Mechanisms as Challenges of Data Supply by Humans for Automation co-located with 34th Conference on Neural Information Processing Systems, CSW@NeurIPS 2020, Vancouver, BC, Canada / Online Event, December 11, 2020. CEUR Workshop Proceedings 2736, CEUR-WS.org 2020 [contents] - [i15]Varvara Logacheva, Denis Teslenko, Artem Shelmanov, Steffen Remus, Dmitry Ustalov, Andrey Kutuzov, Ekaterina Artemova, Chris Biemann, Simone Paolo Ponzetto, Alexander Panchenko:
Word Sense Disambiguation for 158 Languages using Word Embeddings Only. CoRR abs/2003.06651 (2020)
2010 – 2019
- 2019
- [j2]Dmitry Ustalov, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto:
Watset. Comput. Linguistics 45(3): 423-479 (2019) - [c21]Andrey Sozykin, Anton Koshelev, Dmitry Ustalov:
The Role of Student Projects in Teaching Machine Learning and High Performance Computing. RuSCDays 2019: 653-663 - [c20]Saba Anwar, Dmitry Ustalov, Nikolay Arefyev, Simone Paolo Ponzetto, Chris Biemann, Alexander Panchenko:
HHMM at SemEval-2019 Task 2: Unsupervised Frame Induction using Contextualized Word Embeddings. SemEval@NAACL-HLT 2019: 125-129 - [c19]Peter Jansen, Dmitry Ustalov:
TextGraphs 2019 Shared Task on Multi-Hop Inference for Explanation Regeneration. TextGraphs@EMNLP 2019: 63-77 - [e2]Dmitry Ustalov, Swapna Somasundaran, Peter Jansen, Goran Glavas, Martin Riedl, Mihai Surdeanu, Michalis Vazirgiannis:
Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural Language Processing, TextGraphs@EMNLP 2019, Hong Kong, November 4, 2019. Association for Computational Linguistics 2019, ISBN 978-1-950737-86-4 [contents] - [d1]Dmitry Ustalov, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto:
Datasets for Watset: Local-Global Graph Clustering with Applications in Sense and Frame Induction. Zenodo, 2019
- [i14]Saba Anwar, Dmitry Ustalov, Nikolay Arefyev, Simone Paolo Ponzetto, Chris Biemann, Alexander Panchenko:
HHMM at SemEval-2019 Task 2: Unsupervised Frame Induction using Contextualized Word Embeddings. CoRR abs/1905.01739 (2019) - 2018
- [c18]Dmitry Ustalov, Alexander Panchenko, Andrei Kutuzov, Chris Biemann, Simone Paolo Ponzetto:
Unsupervised Semantic Frame Induction using Triclustering. ACL (2) 2018: 55-62 - [c17]Dmitry Ustalov, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto:
Unsupervised Sense-Aware Hypernymy Extraction. KONVENS 2018: 192-201 - [c16]Alexander Panchenko, Dmitry Ustalov, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann:
Improving Hypernymy Extraction with Distributional Semantic Classes. LREC 2018 - [c15]Dmitry Ustalov, Denis Teslenko, Alexander Panchenko, Mikhail Chernoskutov, Chris Biemann, Simone Paolo Ponzetto:
An Unsupervised Word Sense Disambiguation System for Under-Resourced Languages. LREC 2018 - [c14]Mikhail Chernoskutov, Dmitry Ustalov:
Equidistant Nodes Clustering: a Soft Clustering Algorithm Applied for Synset Induction. DAMDID/RCDL 2018: 57-62 - [i13]Alexander Panchenko, Anastasiya Lopukhina, Dmitry Ustalov, Konstantin Lopukhin, Nikolay Arefyev, Alexey Leontyev, Natalia V. Loukachevitch:
RUSSE'2018: A Shared Task on Word Sense Induction for the Russian Language. CoRR abs/1803.05795 (2018) - [i12]Alexander Panchenko, Natalia V. Loukachevitch, Dmitry Ustalov, Denis Paperno, Christian Meyer, Natalia Konstantinova:
RUSSE: The First Workshop on Russian Semantic Similarity. CoRR abs/1803.05820 (2018) - [i11]Dmitry Ustalov, Denis Teslenko, Alexander Panchenko, Mikhail Chernoskutov, Chris Biemann, Simone Paolo Ponzetto:
An Unsupervised Word Sense Disambiguation System for Under-Resourced Languages. CoRR abs/1804.10686 (2018) - [i10]Dmitry Ustalov, Alexander Panchenko, Andrei Kutuzov, Chris Biemann, Simone Paolo Ponzetto:
Unsupervised Semantic Frame Induction using Triclustering. CoRR abs/1805.04715 (2018) - [i9]Dmitry Ustalov, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto:
Local-Global Graph Clustering with Applications in Sense and Frame Induction. CoRR abs/1808.06696 (2018) - [i8]Dmitry Ustalov, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto:
Unsupervised Sense-Aware Hypernymy Extraction. CoRR abs/1809.06223 (2018) - 2017
- [c13]Dmitry Ustalov, Alexander Panchenko, Chris Biemann:
Automatic Induction of Synsets from a Graph of Synonyms. ACL (1) 2017: 1579-1590 - [c12]Dmitry Ustalov, Mikhail Chernoskutov, Chris Biemann, Alexander Panchenko:
Fighting with the Sparsity of Synonymy Dictionaries for Automatic Synset Induction. AIST 2017: 94-105 - [c11]Dmitry Ustalov, Nikolay Arefyev, Chris Biemann, Alexander Panchenko:
Negative Sampling Improves Hypernymy Extraction Based on Projection Learning. EACL (2) 2017: 543-550 - [c10]Alexander Panchenko, Fide Marten, Eugen Ruppert, Stefano Faralli, Dmitry Ustalov, Simone Paolo Ponzetto, Chris Biemann:
Unsupervised, Knowledge-Free, and Interpretable Word Sense Disambiguation. EMNLP (System Demonstrations) 2017: 91-96 - [i7]Dmitry Ustalov, Alexander Panchenko, Chris Biemann:
Watset: Automatic Induction of Synsets from a Graph of Synonyms. CoRR abs/1704.07157 (2017) - [i6]Dmitry Ustalov, Nikolay Arefyev, Chris Biemann, Alexander Panchenko:
Negative Sampling Improves Hypernymy Extraction Based on Projection Learning. CoRR abs/1707.03903 (2017) - [i5]Alexander Panchenko, Fide Marten, Eugen Ruppert, Stefano Faralli, Dmitry Ustalov, Simone Paolo Ponzetto, Chris Biemann:
Unsupervised, Knowledge-Free, and Interpretable Word Sense Disambiguation. CoRR abs/1707.06878 (2017) - [i4]Dmitry Ustalov, Mikhail Chernoskutov, Chris Biemann, Alexander Panchenko:
Fighting with the Sparsity of Synonymy Dictionaries. CoRR abs/1708.09234 (2017) - [i3]Alexander Panchenko, Dmitry Ustalov, Nikolay Arefyev, Denis Paperno, Natalia Konstantinova, Natalia V. Loukachevitch, Chris Biemann:
Human and Machine Judgements for Russian Semantic Relatedness. CoRR abs/1708.09702 (2017) - [i2]Alexander Panchenko, Dmitry Ustalov, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann:
Improving Hypernymy Extraction with Distributional Semantic Classes. CoRR abs/1711.02918 (2017) - 2016
- [c9]Alexander Panchenko, Dmitry Ustalov, Nikolay Arefyev, Denis Paperno, Natalia Konstantinova, Natalia V. Loukachevitch, Chris Biemann:
Human and Machine Judgements for Russian Semantic Relatedness. AIST 2016: 221-235 - [c8]Pavel Braslavski, Dmitry Ustalov, Mikhail Mukhin, Yuri Kiselev:
YARN: Spinning-in-Progress. GWC 2016: 58-65 - [c7]Yuri Kiselev, Dmitry Ustalov, Sergey Porshnev:
Eliminating Fuzzy Duplicates in Crowdsourced Lexical Resources. GWC 2016: 162-168 - 2015
- [c6]Dmitry Ustalov:
TagBag: Annotating a Foreign Language Lexical Resource with Pictures. AIST 2015: 361-369 - 2014
- [c5]Dmitry Ustalov:
Enhancing Russian Wordnets Using the Force of the Crowd. AIST 2014: 257-264 - [c4]Pavel Braslavski, Dmitry Ustalov, Mikhail Mukhin:
A Spinning Wheel for YARN: User Interface for a Crowdsourced Thesaurus. EACL 2014: 101-104 - [c3]Dmitry Ustalov:
Words Worth Attention: Predicting Words of the Week on the Russian Wiktionary. KESW 2014: 196-207 - [c2]Dmitry Ustalov:
NLPub: каталог и сообщество русских лингвистических ресурсов (NLPub: a Catalogue and a Community for Russian Linguistic Resources). RCDL 2014: 56-60 - [c1]Dmitry Ustalov:
Towards Crowdsourcing and Cooperation in Linguistic Resources. RuSSIR 2014: 348-358 - [e1]Dmitry I. Ignatov, Mikhail Yu. Khachay, Alexander Panchenko, Natalia Konstantinova, Rostislav E. Yavorsky, Dmitry Ustalov:
Supplementary Proceedings of the 3rd International Conference on Analysis of Images, Social Networks and Texts (AIST'2014), Yekaterinburg, Russia, April 10-12, 2014. CEUR Workshop Proceedings 1197, CEUR-WS.org 2014 [contents] - [i1]Dmitry Ustalov:
Towards crowdsourcing and cooperation in linguistic resources. CoRR abs/1408.4245 (2014) - 2013
- [j1]Dmitry Ustalov, Mikhail Goldshtein:
Orchestrating the Natural Language Processing Software in the Cloud Computing Environment. J. Digit. Inf. Manag. 11(5): 396-399 (2013)
Coauthor Index
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