Elena Tutubalina
Orcid: 0000-0001-7936-0284
According to our database1,
Elena Tutubalina
authored at least 76 papers
between 2014 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
Data and models for stance and premise detection in COVID-19 tweets: Insights from the Social Media Mining for Health (SMM4H) 2022 shared task.
J. Biomed. Informatics, January, 2024
BioASQ at CLEF2024: The Twelfth Edition of the Large-Scale Biomedical Semantic Indexing and Question Answering Challenge.
Proceedings of the Advances in Information Retrieval, 2024
2023
Cross-Lingual Transfer Learning in Drug-Related Information Extraction from User-Generated Texts.
Program. Comput. Softw., December, 2023
Bioinform., April, 2023
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2023
2022
Multimodal model with text and drug embeddings for adverse drug reaction classification.
J. Biomed. Informatics, 2022
CoRR, 2022
IEEE Access, 2022
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Overview of the Seventh Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2022.
Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, 2022
SMM4H 2022 Task 2: Dataset for stance and premise detection in tweets about health mandates related to COVID-19.
Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, 2022
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
DeepADEMiner: a deep learning pharmacovigilance pipeline for extraction and normalization of adverse drug event mentions on Twitter.
J. Am. Medical Informatics Assoc., 2021
CoRR, 2021
The Russian Drug Reaction Corpus and neural models for drug reactions and effectiveness detection in user reviews.
Bioinform., 2021
Medical concept normalization in clinical trials with drug and disease representation learning.
Bioinform., 2021
KFU NLP Team at SMM4H 2021 Tasks: Cross-lingual and Cross-modal BERT-based Models for Adverse Drug Effects.
Proceedings of the Sixth Social Media Mining for Health Workshop and Shared Task, 2021
Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021.
Proceedings of the Sixth Social Media Mining for Health Workshop and Shared Task, 2021
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021
Drug and Disease Interpretation Learning with Biomedical Entity Representation Transformer.
Proceedings of the Advances in Information Retrieval, 2021
Selection of Pseudo-Annotated Data for Adverse Drug Reaction Classification Across Drug Groups.
Proceedings of the Analysis of Images, Social Networks and Texts, 2021
Proceedings of the Analysis of Images, Social Networks and Texts, 2021
2020
Improving unsupervised neural aspect extraction for online discussions using out-of-domain classification.
J. Intell. Fuzzy Syst., 2020
J. Biomed. Informatics, 2020
RecVAE: A New Variational Autoencoder for Top-N Recommendations with Implicit Feedback.
Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020
KFU NLP Team at SMM4H 2020 Tasks: Cross-lingual Transfer Learning with Pretrained Language Models for Drug Reactions.
Proceedings of the Fifth Social Media Mining for Health Applications Workshop & Shared Task, 2020
Overview of the Fifth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2020.
Proceedings of the Fifth Social Media Mining for Health Applications Workshop & Shared Task, 2020
On Biomedical Named Entity Recognition: Experiments in Interlingual Transfer for Clinical and Social Media Texts.
Proceedings of the Advances in Information Retrieval, 2020
Proceedings of the 13th International Conference on Developments in eSystems Engineering, 2020
Fair Evaluation in Concept Normalization: a Large-scale Comparative Analysis for BERT-based Models.
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Ad Lingua: Text Classification Improves Symbolism Prediction in Image Advertisements.
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Proceedings of the Analysis of Images, Social Networks and Texts, 2020
RuREBus: A Case Study of Joint Named Entity Recognition and Relation Extraction from E-Government Domain.
Proceedings of the Analysis of Images, Social Networks and Texts, 2020
2019
Entity-Level Classification of Adverse Drug Reaction: A Comparative Analysis of Neural Network Models.
Program. Comput. Softw., 2019
KFU NLP Team at SMM4H 2019 Tasks: Want to Extract Adverse Drugs Reactions from Tweets? BERT to The Rescue.
Proceedings of the Fourth Social Media Mining for Health Application Workshop & Shared Task, 2019
A Comparative Study on Feature Selection in Relation Extraction from Electronic Health Records.
Proceedings of the Selected Papers of the XXI International Conference on Data Analytics and Management in Data Intensive Domains (DAMDID/RCDL 2019), 2019
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019
Comparative analysis of context representation models in the relation extraction task from biomedical texts.
Proceedings of the 6th International Young Scientists Conference on Information Technologies, 2019
Proceedings of the Advances in Information Retrieval, 2019
Proceedings of the Analysis of Images, Social Networks and Texts, 2019
Wear the Right Head: Comparing Strategies for Encoding Sentences for Aspect Extraction.
Proceedings of the Analysis of Images, Social Networks and Texts, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Proceedings of the 2019 Workshop on Widening NLP@ACL 2019, Florence, Italy, July 28, 2019, 2019
Entity-level Classification of Adverse Drug Reactions: a Comparison of Neural Network Models.
Proceedings of the 2019 Workshop on Widening NLP@ACL 2019, Florence, Italy, July 28, 2019, 2019
2018
SIGIR Forum, 2018
Exploring convolutional neural networks and topic models for user profiling from drug reviews.
Multim. Tools Appl., 2018
J. Biomed. Informatics, 2018
Sequence Learning with RNNs for Medical Concept Normalization in User-Generated Texts.
CoRR, 2018
2017
Computación y Sistemas, 2017
Deep Learning for ICD Coding: Looking for Medical Concepts in Clinical Documents in English and in French.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017
KFU at CLEF eHealth 2017 Task 1: ICD-10 Coding of English Death Certificates with Recurrent Neural Networks.
Proceedings of the Working Notes of CLEF 2017, 2017
Automated Detection of Adverse Drug Reactions from Social Media Posts with Machine Learning.
Proceedings of the Analysis of Images, Social Networks and Texts, 2017
2016
Mining Complaints to Improve a Product: a Study about Problem Phrase Extraction from User Reviews.
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016
Proceedings of the Text, Speech, and Dialogue - 19th International Conference, 2016
Proceedings of the Mining Intelligence and Knowledge Exploration, 2016
Proceedings of the Knowledge Engineering and Semantic Web - 7th International Conference, 2016
Proceedings of the Analysis of Images, Social Networks and Texts, 2016
2015
Russ. Digit. Libr. J., 2015
Proceedings of the Text, Speech, and Dialogue - 18th International Conference, 2015
Proceedings of the 11th Workshop on Multiword Expressions, 2015
Proceedings of the Advances in Artificial Intelligence and Its Applications, 2015
Proceedings of the Advances in Information Retrieval, 2015
2014
Proceedings of the Analysis of Images, Social Networks and Texts, 2014