Mourad Sarrouti

23 papers Journal 10Unranked 13

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Contributions to the Improvement of Question Answering Systems in the Biomedical Domain. CoRR Mourad Sarrouti
2023	—	`conf`	Exploring Drug Switching in Patients: A Deep Learning-based Approach to Extract Drug Changes and Reasons from Social Media. BioNLP@ACL Mourad Sarrouti, Carson Tao, Yoann Mamy Randriamihaja
2022	J	`jnl`	An attentive joint model with transformer-based weighted graph convolutional network for extracting adverse drug event relation. J. Biomed. Informatics Ed-drissiya El-allaly, Mourad Sarrouti, Noureddine En-Nahnahi, Said Ouatik El Alaoui
2022	—	`conf`	Comparing Encoder-Only and Encoder-Decoder Transformers for Relation Extraction from Biomedical Texts: An Empirical Study on Ten Benchmark Datasets. BioNLP@ACL Mourad Sarrouti, Carson Tao, Yoann Mamy Randriamihaja
2021	J	`jnl`	DeepCADRME: A deep neural model for complex adverse drug reaction mentions extraction. Pattern Recognit. Lett. Ed-drissiya El-allaly, Mourad Sarrouti, Noureddine Ennahnahi, Said Ouatik El Alaoui
2021	—	`conf`	Evidence-based Fact-Checking of Health-related Claims. EMNLP (Findings) Mourad Sarrouti, Asma Ben Abacha, Yassine Mrabet, Dina Demner-Fushman
2021	J	`jnl`	Goal-Driven Visual Question Generation from Radiology Images. Inf. Mourad Sarrouti, Asma Ben Abacha, Dina Demner-Fushman
2021	J	`jnl`	MTTLADE: A multi-task transfer learning-based method for adverse drug events extraction. Inf. Process. Manag. Ed-drissiya El-allaly, Mourad Sarrouti, Noureddine Ennahnahi, Said Ouatik El Alaoui
2021	—	`conf`	Multi-Task Transfer Learning with Data Augmentation for Recognizing Question Entailment in the Medical Domain. ICHI Mourad Sarrouti, Asma Ben Abacha, Dina Demner-Fushman
2021	—	`conf`	NLM at BioASQ Synergy 2021: Deep Learning-based Methods for Biomedical Semantic Question Answering about COVID-19. CLEF (Working Notes) Mourad Sarrouti, Deepak Gupta, Asma Ben Abacha, Dina Demner-Fushman
2021	—	`conf`	NLM at MEDIQA 2021: Transfer Learning-based Approaches for Consumer Question and Multi-Answer Summarization. BioNLP@NAACL-HLT Shweta Yadav, Mourad Sarrouti, Deepak Gupta
2021	—	`conf`	Overview of the ImageCLEF 2021: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications. CLEF 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 F. Clark, Thomas Oliver, Hassan Moustahfid, Adrian Popescu, Jerome Deshayes-Chossart
2021	—	`conf`	Overview of the VQA-Med Task at ImageCLEF 2021: Visual Question Answering and Generation in the Medical Domain. CLEF (Working Notes) Asma Ben Abacha, Mourad Sarrouti, Dina Demner-Fushman, Sadid A. Hasan, Henning Müller
2021	—	`conf`	The 2021 ImageCLEF Benchmark: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications. ECIR (2) 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 F. 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
2020	—	`conf`	NLM at TREC 2020 Health Misinformation and Deep Learning Tracks. TREC Yassine Mrabet, Mourad Sarrouti, Asma Ben Abacha, Soumya Gayen, Travis R. Goodwin, Alastair R. Rae, Willie Rogers, Dina Demner-Fushman
2020	—	`conf`	NLM at VQA-Med 2020: Visual Question Answering and Generation in the Medical Domain. CLEF (Working Notes) Mourad Sarrouti
2020	J	`jnl`	SemBioNLQA: A semantic biomedical question answering system for retrieving exact and ideal answers to natural language questions. Artif. Intell. Medicine Mourad Sarrouti, Said Ouatik El Alaoui
2019	J	`jnl`	An adverse drug effect mentions extraction method based on weighted online recurrent extreme learning machine. Comput. Methods Programs Biomed. Ed-drissiya El-allaly, Mourad Sarrouti, Noureddine Ennahnahi, Said Ouatik El Alaoui
2017	—	`conf`	A Biomedical Question Answering System in BioASQ 2017. BioNLP Mourad Sarrouti, Said Ouatik El Alaoui
2017	J	`jnl`	A Yes/No Answer Generator Based on Sentiment-Word Scores in Biomedical Question Answering. Int. J. Heal. Inf. Syst. Informatics Mourad Sarrouti, Said Ouatik El Alaoui
2017	J	`jnl`	A new and efficient method based on syntactic dependency relations features for ad hoc clinical question classification. Int. J. Bioinform. Res. Appl. Mourad Sarrouti, Abdelmonaime Lachkar
2017	J	`jnl`	A passage retrieval method based on probabilistic information retrieval model and UMLS concepts in biomedical question answering. J. Biomed. Informatics Mourad Sarrouti, Said Ouatik El Alaoui
2015	—	`conf`	Biomedical Question Types Classification using Syntactic and Rule based Approach. KDIR Mourad Sarrouti, Abdelmonaime Lachkar, Saïd El Alaoui Ouatik