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- W4287212422 abstract "QuestEval is a reference-less metric used in text-to-text tasks, that compares the generated summaries directly to the source text, by automatically asking and answering questions. Its adaptation to Data-to-Text tasks is not straightforward, as it requires multimodal Question Generation and Answering systems on the considered tasks, which are seldom available. To this purpose, we propose a method to build synthetic multimodal corpora enabling to train multimodal components for a data-QuestEval metric. The resulting metric is reference-less and multimodal; it obtains state-of-the-art correlations with human judgment on the WebNLG and WikiBio benchmarks. We make data-QuestEval's code and models available for reproducibility purpose, as part of the QuestEval project." @default.
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- W4287212422 date "2021-04-15" @default.
- W4287212422 modified "2023-09-26" @default.
- W4287212422 title "Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation" @default.
- W4287212422 doi "https://doi.org/10.48550/arxiv.2104.07555" @default.
- W4287212422 hasPublicationYear "2021" @default.
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