Dmitry Ustalov

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 54

Top Topics

Semantic Relatedness

Machine Learning

Linguistic Resources

Top Venues

Publications

Dmitry Ustalov, Nikita Pavlichenko, Boris Tseitlin
Learning from Crowds with Crowd-Kit. J. Open Source Softw. 9 (96) (2024)
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)
Janek Bevendorff, Xavier Bonet Casals, Berta Chulvi, Daryna Dementieva, Ashaf 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)
Dmitry Ustalov, Nikita Pavlichenko, Daniil Likhobaba, Alisa Smirnova
WSDM Cup 2023 Challenge on Visual Question Answering (invited paper). CSW@WSDM (2023)
Anastasia Zhdanovskaya, Daria Baidakova, Dmitry Ustalov
Data Labeling for Machine Learning Engineers: Project-Based Curriculum and Data-Centric Competitions. AAAI (2023)
Nikita Pavlichenko, Dmitry Ustalov
Best Prompts for Text-to-Image Models and How to Find Them. SIGIR (2023)
Dmitry Ustalov, Alisa Smirnova, Natalia Fedorova, Nikita Pavlichenko
Crowdsourcing for Information Retrieval. ECIR (3) (2023)
Daniil Likhobaba, Daniil Fedulov, Dmitry Ustalov
Clustering Without Knowing How To: Application and Evaluation. ECIR (3) (2023)
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)
Dmitry Ustalov, Nikita Pavlichenko, Sergey Koshelev, Daniil Likhobaba, Alisa Smirnova
Toloka Visual Question Answering Benchmark. CoRR (2023)
Daniil Likhobaba, Daniil Fedulov, Dmitry Ustalov
Clustering Without Knowing How To: Application and Evaluation. CoRR (2022)
Dmitry Ustalov
Challenges in Data Production for AI with Human-in-the-Loop. WSDM (2022)
Dmitry Ustalov, Nikita Pavlichenko, Boris Tseytlin, Daria Baidakova, Alexey Drutsa
Web Engineering with Human-in-the-Loop. ICWE (2022)
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)
Nikita Pavlichenko, Dmitry Ustalov
Best Prompts for Text-to-Image Models and How to Find Them. CoRR (2022)
Dmitry Ustalov, Natalia Fedorova, Nikita Pavlichenko
Improving Recommender Systems with Human-in-the-Loop. RecSys (2022)
Nikita Pavlichenko, Dmitry Ustalov
IMDB-WIKI-SbS: An Evaluation Dataset for Crowdsourced Pairwise Comparisons. CoRR (2021)
Nikita Pavlichenko, Ivan Stelmakh, Dmitry Ustalov
Vox Populi, Vox DIY: Benchmark Dataset for Crowdsourced Audio Transcription. CoRR (2021)
Dmitry Ustalov, Nikita Pavlichenko, Ivan Stelmakh, Dmitriy Kuznetsov
VLDB 2021 Crowd Science Challenge on Aggregating Crowdsourced Audio Transcriptions. CSW@VLDB (2021)
Nikita Pavlichenko, Ivan Stelmakh, Dmitry Ustalov
CrowdSpeech and Vox DIY: Benchmark Dataset for Crowdsourced Audio Transcription. NeurIPS Datasets and Benchmarks (2021)
Dmitry Ustalov, Nikita Pavlichenko, Vladimir Losev, Evgeny Tulin, Iulian Giliazev
A General-Purpose Crowdsourcing Computational Quality Control Toolkit for Python. CoRR (2021)
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)
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)
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)
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 (2020)
Peter Jansen, Dmitry Ustalov
TextGraphs 2019 Shared Task on Multi-Hop Inference for Explanation Regeneration. TextGraphs@EMNLP (2019)
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)
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 (2019)
Dmitry Ustalov, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto
Watset. Comput. Linguistics 45 (3) (2019)
Andrey Sozykin, Anton Koshelev, Dmitry Ustalov
The Role of Student Projects in Teaching Machine Learning and High Performance Computing. RuSCDays (2019)
Dmitry Ustalov, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto
Unsupervised Sense-Aware Hypernymy Extraction. CoRR (2018)
Dmitry Ustalov, Denis Teslenko, Alexander Panchenko, Mikhail Chernoskutov, Chris Biemann, Simone Paolo Ponzetto
An Unsupervised Word Sense Disambiguation System for Under-Resourced Languages. CoRR (2018)
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 (2018)
Dmitry Ustalov, Alexander Panchenko, Andrei Kutuzov, Chris Biemann, Simone Paolo Ponzetto
Unsupervised Semantic Frame Induction using Triclustering. CoRR (2018)
Dmitry Ustalov, Alexander Panchenko, Andrei Kutuzov, Chris Biemann, Simone Paolo Ponzetto
Unsupervised Semantic Frame Induction using Triclustering. ACL (2) (2018)
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)
Alexander Panchenko, Dmitry Ustalov, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann
Improving Hypernymy Extraction with Distributional Semantic Classes. LREC (2018)
Mikhail Chernoskutov, Dmitry Ustalov
Equidistant Nodes Clustering: a Soft Clustering Algorithm Applied for Synset Induction. DAMDID/RCDL (2018)
Dmitry Ustalov, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto
Unsupervised Sense-Aware Hypernymy Extraction. KONVENS (2018)
Alexander Panchenko, Natalia V. Loukachevitch, Dmitry Ustalov, Denis Paperno, Christian Meyer, Natalia Konstantinova
RUSSE: The First Workshop on Russian Semantic Similarity. CoRR (2018)
Dmitry Ustalov, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto
Local-Global Graph Clustering with Applications in Sense and Frame Induction. CoRR (2018)
Alexander Panchenko, Fide Marten, Eugen Ruppert, Stefano Faralli, Dmitry Ustalov, Simone Paolo Ponzetto, Chris Biemann
Unsupervised, Knowledge-Free, and Interpretable Word Sense Disambiguation. CoRR (2017)
Alexander Panchenko, Dmitry Ustalov, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann
Improving Hypernymy Extraction with Distributional Semantic Classes. CoRR (2017)
Dmitry Ustalov, Alexander Panchenko, Chris Biemann
Automatic Induction of Synsets from a Graph of Synonyms. ACL (1) (2017)
Dmitry Ustalov, Mikhail Chernoskutov, Chris Biemann, Alexander Panchenko
Fighting with the Sparsity of Synonymy Dictionaries for Automatic Synset Induction. AIST (2017)
Dmitry Ustalov, Mikhail Chernoskutov, Chris Biemann, Alexander Panchenko
Fighting with the Sparsity of Synonymy Dictionaries. CoRR (2017)
Alexander Panchenko, Dmitry Ustalov, Nikolay Arefyev, Denis Paperno, Natalia Konstantinova, Natalia V. Loukachevitch, Chris Biemann
Human and Machine Judgements for Russian Semantic Relatedness. CoRR (2017)
Dmitry Ustalov, Nikolay Arefyev, Chris Biemann, Alexander Panchenko
Negative Sampling Improves Hypernymy Extraction Based on Projection Learning. CoRR (2017)
Dmitry Ustalov, Nikolay Arefyev, Chris Biemann, Alexander Panchenko
Negative Sampling Improves Hypernymy Extraction Based on Projection Learning. EACL (2) (2017)
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)
Dmitry Ustalov, Alexander Panchenko, Chris Biemann
Watset: Automatic Induction of Synsets from a Graph of Synonyms. CoRR (2017)
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)
Yuri Kiselev, Dmitry Ustalov, Sergey Porshnev
Eliminating Fuzzy Duplicates in Crowdsourced Lexical Resources. GWC (2016)
Pavel Braslavski, Dmitry Ustalov, Mikhail Mukhin, Yuri Kiselev
YARN: Spinning-in-Progress. GWC (2016)
Dmitry Ustalov
TagBag: Annotating a Foreign Language Lexical Resource with Pictures. AIST (2015)
Dmitry Ustalov
Enhancing Russian Wordnets Using the Force of the Crowd. AIST (2014)
Dmitry Ustalov
Towards crowdsourcing and cooperation in linguistic resources. CoRR (2014)
Dmitry Ustalov
Words Worth Attention: Predicting Words of the Week on the Russian Wiktionary. KESW (2014)
Dmitry Ustalov
NLPub: каталог и сообщество русских лингвистических ресурсов (NLPub: a Catalogue and a Community for Russian Linguistic Resources). RCDL (2014)
Pavel Braslavski, Dmitry Ustalov, Mikhail Mukhin
A Spinning Wheel for YARN: User Interface for a Crowdsourced Thesaurus. EACL (2014)
Dmitry Ustalov
Towards Crowdsourcing and Cooperation in Linguistic Resources. RuSSIR (2014)
Dmitry Ustalov, Mikhail Goldshtein
Orchestrating the Natural Language Processing Software in the Cloud Computing Environment. J. Digit. Inf. Manag. 11 (5) (2013)