Samia Touileb

About us

Picture of Samia Touileb

Details

Role
Researcher
Connected to
Work Package 5
Affiliation
University of Bergen

Contact

/ Biography

Samia Touileb is currently a researcher in MediaFutures WP5 on Norwegian Language Technologies. Prior to this she was a Postdoc at the Language Technology Group (LTG), Department of Informatics, at the University of Oslo. She holds a PhD in Information Science with a focus on Natural Language Processing (NLP) from the University of Bergen, and has been working within research in and applications of NLP for almost a decade.

Her main research interests are information extraction, sentiment analysis, bias and fairness in NLP, and applications of NLP and machine learning methods to tasks within social science research. She also mainly works on under-resourced languages such as Norwegian.

/ Publications

Publications from 2020 and before are not direct results of the SFI MediaFutures, but are key results from our team members working on related topics in MediaFutures.

2022

Occupational Biases in Norwegian and Multilingual Language Models Workshop

Touileb, Samia; Øvrelid, Lilja; Velldal, Erik

2022.

Abstract | Links | BibTeX

2021

Using Gender- and Polarity-Informed Models to Investigate Bias Inproceedings

Touileb, Samia; Øvrelid, Lilja; Velldal, Erik

In: Association for Computational Linguistics, 2021.

Links | BibTeX

Using Gender- and Polarity-informed Models to Investigate Bias Working paper

Touileb, Samia; Øvrelid, Lilja; Velldal, Erik

2021.

Links | BibTeX

2020

Gender and sentiment, critics and authors: a dataset of Norwegian book reviews Journal Article

Touileb, Samia; Øvrelid, Lilja; Velldal, Erik

In: Gender Bias in Natural Language Processing. Association for Computational Linguistics, 2020, (Pre SFI).

Abstract | Links | BibTeX

Identifying Sentiments in Algerian Code-switched User-generated Comments Conference

Adouane, Wafia; Touileb, Samia; Bernardy, Jean-Philippe

2020, (Pre SFI).

Abstract | Links | BibTeX

Named Entity Recognition without Labelled Data: A Weak Supervision Approach Journal Article

Lison, Pierre; Hubin, Aliaksandr; Barnes, Jeremy; Touileb, Samia

In: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pp. 1518–1533, 2020, (Pre SFI).

Abstract | Links | BibTeX

2019

Lexicon information in neural sentiment analysis: a multi-task learning approach Conference

Barnes, Jeremy; Touileb, Samia; Øvrelid, Lilja; Velldal, Erik

Linköping University Electronic Press, 2019, (Pre SFI).

Abstract | Links | BibTeX

2018

NoReC: The Norwegian Review Corpus Proceeding

Velldal, Erik; Øvrelid, Lilja; Bergem, Eivind Alexander; Stadsnes, Cathrine; Touileb, Samia; Jørgensen, Fredrik

2018, (Pre SFI).

Abstract | BibTeX

2017

Automatic identification of unknown names with specific roles Journal Article

Touileb, Samia; Pedersen, Truls; Sjøvaag, Helle

In: Proceedings of the Second Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature, pp. 150-158, 2017, (Pre SFI).

Abstract | Links | BibTeX