1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.CV2025★ 1 cited
Summarization of Multimodal Presentations with Vision-Language Models: Study of the Effect of Modalities and Structure
Théo Gigant, Camille Guinaudeau, Frédéric Dufaux
Vision-Language Models (VLMs) can process visual and textual information in multiple formats: texts, images, interleaved texts and images, or even hour-long videos. In this work, w…
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…