Mourad Sarrouti
Orcid: 0000-0002-3739-4192
According to our database1,
Mourad Sarrouti
authored at least 23 papers
between 2015 and 2023.
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Bibliography
2023
Contributions to the Improvement of Question Answering Systems in the Biomedical Domain.
CoRR, 2023
Exploring Drug Switching in Patients: A Deep Learning-based Approach to Extract Drug Changes and Reasons from Social Media.
Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023
2022
An attentive joint model with transformer-based weighted graph convolutional network for extracting adverse drug event relation.
J. Biomed. Informatics, 2022
Comparing Encoder-Only and Encoder-Decoder Transformers for Relation Extraction from Biomedical Texts: An Empirical Study on Ten Benchmark Datasets.
Proceedings of the 21st Workshop on Biomedical Language Processing, 2022
2021
DeepCADRME: A deep neural model for complex adverse drug reaction mentions extraction.
Pattern Recognit. Lett., 2021
MTTLADE: A multi-task transfer learning-based method for adverse drug events extraction.
Inf. Process. Manag., 2021
Multi-Task Transfer Learning with Data Augmentation for Recognizing Question Entailment in the Medical Domain.
Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
The 2021 ImageCLEF Benchmark: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications.
Proceedings of the Advances in Information Retrieval, 2021
NLM at BioASQ Synergy 2021: Deep Learning-based Methods for Biomedical Semantic Question Answering about COVID-19.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021
Overview of the ImageCLEF 2021: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2021
Overview of the VQA-Med Task at ImageCLEF 2021: Visual Question Answering and Generation in the Medical Domain.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021
NLM at MEDIQA 2021: Transfer Learning-based Approaches for Consumer Question and Multi-Answer Summarization.
Proceedings of the 20th Workshop on Biomedical Language Processing, 2021
2020
SemBioNLQA: A semantic biomedical question answering system for retrieving exact and ideal answers to natural language questions.
Artif. Intell. Medicine, 2020
Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020
Proceedings of the Working Notes of CLEF 2020, 2020
2019
An adverse drug effect mentions extraction method based on weighted online recurrent extreme learning machine.
Comput. Methods Programs Biomed., 2019
2017
A passage retrieval method based on probabilistic information retrieval model and UMLS concepts in biomedical question answering.
J. Biomed. Informatics, 2017
A Yes/No Answer Generator Based on Sentiment-Word Scores in Biomedical Question Answering.
Int. J. Heal. Inf. Syst. Informatics, 2017
A new and efficient method based on syntactic dependency relations features for ad hoc clinical question classification.
Int. J. Bioinform. Res. Appl., 2017
Proceedings of the BioNLP 2017, Vancouver, Canada, August 4, 2017, 2017
2015
Proceedings of the KDIR 2015, 2015