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20112025
most citedSummarization of Multimodal Presentations with Vision-Language Models: Study of the Effect of Modalities and Structure

1 citations · 2 across the 6 of their papers we have counts for

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cs.CL2024

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

Théo Gigant, Camille Guinaudeau, Marc Decombas +1

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, sh…

cs.CL2024

Cross-modal Retrieval for Knowledge-based Visual Question Answering

Paul Lerner, Olivier Ferret, Camille Guinaudeau

Knowledge-based Visual Question Answering about Named Entities is a challenging task that requires retrieving information from a multimodal Knowledge Base. Named entities have dive…