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Camille Guinaudeau

2 accepted papers

2025

XAI for Gender Representation in Media Analysis

ICASSP 2025accepted

In many countries, studies have highlighted the under-representation of women in the media. But beyond quantitative imbalance is the question of the qualitative asymmetry of men and women portrayals. How to help the evaluation of content and salient features specific to male and female discourse? We…

Cited by 0SourceScholar
2024

Mitigating the Impact of Reference Quality on Evaluation of Summarization Systems with Reference-Free Metrics

EMNLP 2024main

Automatic metrics are used as proxies to evaluate abstractive summarization systems when human annotations are too expensive. To be useful, these metrics should be fine-grained, show a high correlation with human annotations, and ideally be independant of reference quality; however, most standard ev…