Fairness in Language Models: Equally right for the right reasons

Project Information

FairER

Grant agreement ID: 101065558

DOI

10.3030/101065558

Project closed

EC signature date 16 June 2022

Start date 1 September 2022

End date 31 August 2024

Funded under

• Marie Skłodowska-Curie Actions (MSCA)

Total cost

No data

EU contribution

€ 214 934,40

Coordinated by

KOBENHAVNS UNIVERSITET
Denmark

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Data Management Plan (1)

Data Management Plan

The Data Management Plan describes the data management life cyclefor all data sets that will be collected processed or generated by the action It is adocument describing what data will be collected processed or generated andfollowing what methodology and standards whether and how this data will beshared andor made open and how it will be curated and preserved

Documents, reports (1)

Communication, Dissemination & Outreach Plan

The plan describes the planned measures to maximize the impact ofthe project, including the dissemination and exploitation measures that are planned,and the target group(s) addressed. Regarding communication measures and publicengagement strategy, the aim is to inform and reach out to society and show theactivities performed, and the use and the benefits the project will have for citizens.

Publications

Conference proceedings (6)

Evaluating Webcam-based Gaze Data as an Alternative for Human Rationale Annotations

Author(s): Stephanie Brandl, Oliver Eberle, Tiago Ribeiro, Anders Søgaard, Nora Hollenstein
Published in: 2024
Publisher: ELRA and ICCL

Every word counts: A multilingual analysis of individual human alignment with model attention

Author(s): Stephanie Brandl and Nora Hollenstein
Published in: 2022
Publisher: Association for Computational Linguistics

Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models

Author(s): Laura Cabello, Emanuele Bugliarello, Stephanie Brandl, Desmond Elliott
Published in: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2023.emnlp-main.525

On the Interplay between Fairness and Explainability

Author(s): Stephanie Brandl, Emanuele Bugliarello, Ilias Chalkidis
Published in: Proceedings of the 4th Workshop on Trustworthy Natural Language Processing (TrustNLP 2024), 2024
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2024.trustnlp-1.10

Rather a Nurse than a Physician - Contrastive Explanations under Investigation

Author(s): Oliver Eberle, Ilias Chalkidis, Laura Cabello, Stephanie Brandl
Published in: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2023.emnlp-main.427

Llama meets EU: Investigating the European political spectrum through the lens of LLMs

Author(s): Ilias Chalkidis, Stephanie Brandl
Published in: Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 2: Short Papers), 2024
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2024.naacl-short.40

Peer reviewed articles (1)

Domain-Specific Word Embeddings with Structure Prediction

Author(s): David Lassner, Stephanie Brandl, Anne Baillot, Shinichi Nakajima
Published in: Transactions of the Association for Computational Linguistics, Issue 11, 2023, ISSN 2307-387X
Publisher: MIT Press
DOI: 10.1162/tacl_a_00538