Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

LM-Polygraph: Uncertainty Estimation for Language Models.

[BibT_eX]

[DOI]

Ekaterina Fadeeva

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Efficient Out-of-Domain Detection for Sequence to Sequence Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Hybrid Uncertainty Quantification for Selective Text Classification in Ambiguous Tasks.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Neural entity linking: A survey of models based on deep learning.

[BibT_eX]

[DOI]

Semantic Web, 2022

Medical Image Captioning via Generative Pretrained Transformers.

[BibT_eX]

[DOI]

CoRR, 2022

Nonparametric Uncertainty Quantification for Single Deterministic Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Towards Computationally Feasible Deep Active Learning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Entity Linking over Nested Named Entities for Russian.

[BibT_eX]

[DOI]

Natalia V. Loukachevitch

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Medical Crossing: a Cross-lingual Evaluation of Clinical Entity Linking.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Active Learning for Abstractive Text Summarization.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic Regularization.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Medicine, 2022

Uncertainty Estimation of Transformer Predictions for Misclassification Detection.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

RuCCoN: Clinical Concept Normalization in Russian.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis.

[BibT_eX]

[DOI]

Nikolay Arefyev

Dmitry Kharchev

Artem Shelmanov

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

How Certain is Your Transformer?

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2020

Word Sense Disambiguation for 158 Languages using Word Embeddings Only.

[BibT_eX]

[DOI]

Simone Paolo Ponzetto

Alexander Panchenko

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

RST Discourse Parser for Russian: An Experimental Study of Deep Learning Models.

[BibT_eX]

[DOI]

Proceedings of the Analysis of Images, Social Networks and Texts, 2020

2019

Semantic Role Labeling with Pretrained Language Models for Known and Unknown Predicates.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Noun Compositionality Detection Using Distributional Semantics for the Russian Language.

[BibT_eX]

[DOI]

Proceedings of the Analysis of Images, Social Networks and Texts, 2019

A Dataset for Noun Compositionality Detection for a Slavic Language.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on Balto-Slavic Natural Language Processing, 2019

2018

Discovering Novel Emergency Events in Text Streams.

[BibT_eX]

[DOI]

Artem Shelmanov

Dmitriy Deviatkin

Daniil Larionov

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.

[BibT_eX]

[DOI]

Dmitriy Deviatkin

Artem Shelmanov

Daniil Larionov

Proceedings of the Data Analytics and Management in Data Intensive Domains, 2018

2016

Text Processing Framework for Emergency Event Detection in the Arctic Zone.

[BibT_eX]

[DOI]

Dmitry Devyatkin

Artem Shelmanov

Proceedings of the Data Analytics and Management in Data Intensive Domains, 2016

Towards Text Processing System for Emergency Event Detection in the Arctic Zone.

[BibT_eX]

[DOI]

Dmitriy Deviatkin

Artem Shelmanov

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.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2016

2014