Fairness in Language Models: Equally right for the right reasons

Informazioni relative al progetto

FairER

ID dell’accordo di sovvenzione: 101065558

DOI

10.3030/101065558

Progetto chiuso

Data della firma CE 16 Giugno 2022

Data di avvio 1 Settembre 2022

Data di completamento 31 Agosto 2024

Finanziato da

• Marie Skłodowska-Curie Actions (MSCA)

Costo totale

Nessun dato

Contributo UE

€ 214 934,40

Coordinato da

KOBENHAVNS UNIVERSITET
Denmark

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I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

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.

Pubblicazioni

Conference proceedings (6)

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

Autori: Stephanie Brandl, Oliver Eberle, Tiago Ribeiro, Anders Søgaard, Nora Hollenstein
Pubblicato in: 2024
Editore: ELRA and ICCL

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

Autori: Stephanie Brandl and Nora Hollenstein
Pubblicato in: 2022
Editore: Association for Computational Linguistics

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

Autori: Laura Cabello, Emanuele Bugliarello, Stephanie Brandl, Desmond Elliott
Pubblicato in: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2023.emnlp-main.525

On the Interplay between Fairness and Explainability

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

Rather a Nurse than a Physician - Contrastive Explanations under Investigation

Autori: Oliver Eberle, Ilias Chalkidis, Laura Cabello, Stephanie Brandl
Pubblicato in: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Editore: 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

Autori: Ilias Chalkidis, Stephanie Brandl
Pubblicato 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
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2024.naacl-short.40

Peer reviewed articles (1)

Domain-Specific Word Embeddings with Structure Prediction

Autori: David Lassner, Stephanie Brandl, Anne Baillot, Shinichi Nakajima
Pubblicato in: Transactions of the Association for Computational Linguistics, Numero 11, 2023, ISSN 2307-387X
Editore: MIT Press
DOI: 10.1162/tacl_a_00538