Papers by Clement Rebuffel
Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation (2021.emnlp-main)
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Clement Rebuffel, Thomas Scialom, Laure Soulier, Benjamin Piwowarski, Sylvain Lamprier, Jacopo Staiano, Geoffrey Scoutheeten, Patrick Gallinari
| Challenge: | QuestEval is a metric used in text-to-text tasks, but its adaptation to Data-to Text tasks requires multimodal Question Generation and Answering systems, which are seldom available. |
| Approach: | They propose to build synthetic multimodal corpora enabling to train multimodal components for a data-QuestEval metric. |
| Outcome: | The proposed method obtains state-of-the-art correlations with human judgment on the WebNLG and WikiBio benchmarks. |