Imane Guellil

University of Edinburgh — United Kingdom

Computer Science · Physical Sciences

9h-index473citations35works1.02yr avg
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Research Topics

Topic Modeling(18), Natural Language Processing Techniques(13), Sentiment Analysis and Opinion Mining(11), Biomedical Text Mining and Ontologies(8), Language, Linguistics, Cultural Analysis(7)

Publications35 total

Detecting Adverse Drug Events in Social Media: A Brief Literature Review
SN Computer Science·2026Open Access
Infusing clinical knowledge into language models by subword optimisation and embedding initialisation
Computers in Biology and Medicine·2025Open Access
Adverse Event Extraction from Discharge Summaries: A New Dataset, Annotation Scheme, and Initial Findings
arXiv (Cornell University)·2025Open Access
Adverse Event Extraction from Discharge Summaries: A New Dataset, Annotation Scheme, and Initial Findings
2025Open Access
Natural language processing for detecting adverse drug events: A systematic review protocol
NIHR Open Research·2024· 1 citedOpen Access
Natural language processing for detecting adverse drug events: A systematic review protocol
NIHR Open Research·2024· 1 citedOpen Access
Infusing clinical knowledge into tokenisers for language models
arXiv (Cornell University)·2024· 1 citedOpen Access
The Annotators Agree to Not Agree on the Fine-grained Annotation of Hate-speech against Women in Algerian Dialect Comments
2024
Entity linking for English and other languages: a survey
Knowledge and Information Systems·2024· 8 citedOpen Access
Enhancing Natural Language Processing Capabilities in Geriatric Patient Care: An Annotation Scheme and Guidelines
Lecture notes in computer science·2024Open Access
Infusing Clinical Knowledge into Language Models by Subword Optimisation and Embedding Initialisation
SSRN Electronic Journal·2024Open Access
Natural language processing for detecting adverse drug events: A systematic review protocol
NIHR Open Research·2023· 2 citedOpen Access
FLAP: a framework for linking free-text addresses to the Ordnance Survey Unique Property Reference Number database
Frontiers in Digital Health·2023· 3 citedOpen Access
Edinburgh_UCL_Health@SMM4H'22: From Glove to Flair for handling imbalanced healthcare corpora related to Adverse Drug Events, Change in medication and self-reporting vaccination.
PubMed·2022Open Access
Sexism detection: The first corpus in Algerian dialect with a code-switching in Arabic/ French and English
arXiv (Cornell University)·2021· 7 citedOpen Access
ONE: Toward ONE model, ONE algorithm, ONE corpus dedicated to sentiment analysis of Arabic/Arabizi and its dialects.
2021· 3 cited
A Semi-supervised Approach for Sentiment Analysis of Arab(ic+izi) Messages: Application to the Algerian Dialect
SN Computer Science·2021· 40 citedOpen Access
ArAutoSenti: automatic annotation and new tendencies for sentiment classification of Arabic messages
Social Network Analysis and Mining·2020· 16 citedOpen Access
Detecting hate speech against politicians in Arabic community on social media
International Journal of Web Information Systems·2020· 30 cited
Arabic dialect sentiment analysis with ZERO effort. \\ Case study: Algerian dialect
INTELIGENCIA ARTIFICIAL·2020· 11 citedOpen Access
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Frequent Co-authors

Faiçal Azouaou(20), Honghan Wu(11), Beatrice Alex(11), Bruce Guthrie(10), Fodil Benali(7), Huayu Zhang(7), Jinge Wu(7), Ahsan Adeel(6), Salomé Andres(6), Houda Saâdane(5), Amir Hussain(4), Ala-Eddine Hachani(4), Marcelo Mendoza(4), Yousra Berrachedi(4), Aryo Pradipta Gema(3), Farah Francis(3), Nidhaleddine Chenni(3), Richard Tobin(3), Clare Llewellyn(3), Stella Arakelyan(3)