Mourad Sarrouti

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 23

Top Topics

Transfer Learning

Multimedia Retrieval

Question Answering

Retrieval Method

Top Venues

CLEF (Working Notes)

J. Biomed. Informatics

Int. J. Heal. Inf. Syst. Informatics

Publications

Mourad Sarrouti
Contributions to the Improvement of Question Answering Systems in the Biomedical Domain. CoRR (2023)
Mourad Sarrouti, Carson Tao, Yoann Mamy Randriamihaja
Exploring Drug Switching in Patients: A Deep Learning-based Approach to Extract Drug Changes and Reasons from Social Media. BioNLP@ACL (2023)
Ed-drissiya El-allaly, Mourad Sarrouti, Noureddine En-Nahnahi, Said Ouatik El Alaoui
An attentive joint model with transformer-based weighted graph convolutional network for extracting adverse drug event relation. J. Biomed. Informatics 125 (2022)
Mourad Sarrouti, Carson Tao, Yoann Mamy Randriamihaja
Comparing Encoder-Only and Encoder-Decoder Transformers for Relation Extraction from Biomedical Texts: An Empirical Study on Ten Benchmark Datasets. BioNLP@ACL (2022)
Bogdan Ionescu, Henning Müller, Renaud Péteri, Asma Ben Abacha, Mourad Sarrouti, Dina Demner-Fushman, Sadid A. Hasan, Serge Kozlovski, Vitali Liauchuk, Yashin Dicente Cid, Vassili Kovalev, Obioma Pelka, Alba García Seco de Herrera, Janadhip Jacutprakart, Christoph M. Friedrich, Raul Berari, Andrei Tauteanu, Dimitri Fichou, Paul Brie, Mihai Dogariu, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Jon Chamberlain, Antonio Campello, Adrian Clark, Thomas Oliver, Hassan Moustahfid, Adrian Popescu, Jerome Deshayes-Chossart
Overview of the ImageCLEF 2021: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications. CLEF (2021)
Mourad Sarrouti, Asma Ben Abacha, Dina Demner-Fushman
Multi-Task Transfer Learning with Data Augmentation for Recognizing Question Entailment in the Medical Domain. ICHI (2021)
Ed-drissiya El-allaly, Mourad Sarrouti, Noureddine Ennahnahi, Said Ouatik El Alaoui
MTTLADE: A multi-task transfer learning-based method for adverse drug events extraction. Inf. Process. Manag. 58 (3) (2021)
Asma Ben Abacha, Mourad Sarrouti, Dina Demner-Fushman, Sadid A. Hasan, Henning Müller
Overview of the VQA-Med Task at ImageCLEF 2021: Visual Question Answering and Generation in the Medical Domain. CLEF (Working Notes) (2021)
Ed-drissiya El-allaly, Mourad Sarrouti, Noureddine Ennahnahi, Said Ouatik El Alaoui
DeepCADRME: A deep neural model for complex adverse drug reaction mentions extraction. Pattern Recognit. Lett. 143 (2021)
Shweta Yadav, Mourad Sarrouti, Deepak Gupta
NLM at MEDIQA 2021: Transfer Learning-based Approaches for Consumer Question and Multi-Answer Summarization. BioNLP@NAACL-HLT (2021)
Mourad Sarrouti, Asma Ben Abacha, Yassine Mrabet, Dina Demner-Fushman
Evidence-based Fact-Checking of Health-related Claims. EMNLP (Findings) (2021)
Mourad Sarrouti, Deepak Gupta, Asma Ben Abacha, Dina Demner-Fushman
NLM at BioASQ Synergy 2021: Deep Learning-based Methods for Biomedical Semantic Question Answering about COVID-19. CLEF (Working Notes) (2021)
Mourad Sarrouti, Asma Ben Abacha, Dina Demner-Fushman
Goal-Driven Visual Question Generation from Radiology Images. Inf. 12 (8) (2021)
Bogdan Ionescu, Henning Müller, Renaud Péteri, Asma Ben Abacha, Dina Demner-Fushman, Sadid A. Hasan, Mourad Sarrouti, Obioma Pelka, Christoph M. Friedrich, Alba Garcia Seco de Herrera, Janadhip Jacutprakart, Vassili Kovalev, Serge Kozlovski, Vitali Liauchuk, Yashin Dicente Cid, Jon Chamberlain, Adrian Clark, Antonio Campello, Hassan Moustahfid, Thomas Oliver, Abigail Schulz, Paul Brie, Raul Berari, Dimitri Fichou, Andrei Tauteanu, Mihai Dogariu, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Jérôme Deshayes, Adrian Popescu
The 2021 ImageCLEF Benchmark: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications. ECIR (2) (2021)
Yassine Mrabet, Mourad Sarrouti, Asma Ben Abacha, Soumya Gayen, Travis R. Goodwin, Alastair R. Rae, Willie Rogers, Dina Demner-Fushman
NLM at TREC 2020 Health Misinformation and Deep Learning Tracks. TREC (2020)
Mourad Sarrouti
NLM at VQA-Med 2020: Visual Question Answering and Generation in the Medical Domain. CLEF (Working Notes) (2020)
Mourad Sarrouti, Said Ouatik El Alaoui
SemBioNLQA: A semantic biomedical question answering system for retrieving exact and ideal answers to natural language questions. Artif. Intell. Medicine 102 (2020)
Ed-drissiya El-allaly, Mourad Sarrouti, Noureddine Ennahnahi, Said Ouatik El Alaoui
An adverse drug effect mentions extraction method based on weighted online recurrent extreme learning machine. Comput. Methods Programs Biomed. 176 (2019)
Mourad Sarrouti, Said Ouatik El Alaoui
A Biomedical Question Answering System in BioASQ 2017. BioNLP (2017)
Mourad Sarrouti, Said Ouatik El Alaoui
A passage retrieval method based on probabilistic information retrieval model and UMLS concepts in biomedical question answering. J. Biomed. Informatics 68 (2017)
Mourad Sarrouti, Said Ouatik El Alaoui
A Yes/No Answer Generator Based on Sentiment-Word Scores in Biomedical Question Answering. Int. J. Heal. Inf. Syst. Informatics 12 (3) (2017)
Mourad Sarrouti, Abdelmonaime Lachkar
A new and efficient method based on syntactic dependency relations features for ad hoc clinical question classification. Int. J. Bioinform. Res. Appl. 13 (2) (2017)
Mourad Sarrouti, Abdelmonaime Lachkar, Saïd El Alaoui Ouatik
Biomedical Question Types Classification using Syntactic and Rule based Approach. KDIR (2015)