Compatibility of Fairness Metrics with EU Non-Discrimination Laws: Demographic Parity & Conditional Demographic Disparity

no code implementations • 14 Jun 2023 • Lisa Koutsoviti Koumeri, Magali Legast, Yasaman Yousefi, Koen Vanhoof, Axel Legay, Christoph Schommer

This work supports the contextual approach to fairness in EU non-discrimination legal framework and aims at assessing up to what point we can assure legal fairness through fairness metrics and under fairness constraints.

Decision Making Fairness

Component Analysis of Adjectives in Luxembourgish for Detecting Sentiments

no code implementations • LREC 2020 • Joshgun Sirajzade, Daniela Gierschek, Christoph Schommer

The aim of this paper is to investigate the role of Luxembourgish adjectives in expressing sentiments in user comments written at the web presence of rtl. lu (RTL is the abbreviation for Radio Television Letzebuerg).

Sentence

An Annotation Framework for Luxembourgish Sentiment Analysis

no code implementations • LREC 2020 • Joshgun Sirajzade, Daniela Gierschek, Christoph Schommer

One of the components is LuNa, a tool for linguistic preprocessing of the data set.

POS Sentence +2

A Personalized Sentiment Model with Textual and Contextual Information

no code implementations • CONLL 2019 • Siwen Guo, Sviatlana H{\"o}hn, Christoph Schommer

In this paper, we look beyond the traditional population-level sentiment modeling and consider the individuality in a person{'}s expressions by discovering both textual and contextual information.