Artem Shelmanov

According to our database1, Artem Shelmanov authored at least 17 papers between 2014 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2021
NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

How Certain is Your Transformer?
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2020
Neural Entity Linking: A Survey of Models based on Deep Learning.
CoRR, 2020

Word Sense Disambiguation for 158 Languages using Word Embeddings Only.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

RST Discourse Parser for Russian: An Experimental Study of Deep Learning Models.
Proceedings of the Analysis of Images, Social Networks and Texts, 2020

2019
Semantic Role Labeling with Pretrained Language Models for Known and Unknown Predicates.
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

Active Learning with Deep Pre-trained Models for Sequence Tagging of Clinical and Biomedical Texts.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Multitask and Multimodal Neural Network Model for Interpretable Analysis of X-ray Images.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Noun Compositionality Detection Using Distributional Semantics for the Russian Language.
Proceedings of the Analysis of Images, Social Networks and Texts, 2019

A Dataset for Noun Compositionality Detection for a Slavic Language.
Proceedings of the 7th Workshop on Balto-Slavic Natural Language Processing, 2019

2018
Discovering Novel Emergency Events in Text Streams.
Proceedings of the Selected Papers of the XX International Conference on Data Analytics and Management in Data Intensive Domains (DAMDID/RCDL 2018), 2018

Discovering, Classification, and Localization of Emergency Events via Analyzing of Social Network Text Streams.
Proceedings of the Data Analytics and Management in Data Intensive Domains, 2018

2016
Text Processing Framework for Emergency Event Detection in the Arctic Zone.
Proceedings of the Data Analytics and Management in Data Intensive Domains, 2016

Towards Text Processing System for Emergency Event Detection in the Arctic Zone.
Proceedings of the Selected Papers of the XVIII International Conference on Data Analytics and Management in Data Intensive Domains (DAMDID/RCDL 2016), 2016

Exactus Like: Plagiarism Detection in Scientific Texts.
Proceedings of the Advances in Information Retrieval, 2016

2014
Information Retrieval for R&D support.
Proceedings of the Professional Search in the Modern World, 2014


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