Neural Table to Text Models

method ID: neuraltabletotextmodels

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Enhancing Content Planning for Table-to-Text Generation with Data Understanding and Verification

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Publication: TIPSTER (2020)

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AbstractNeural table-to-text models, which select and order salient data, as well as verbalizing them fluently via surface realization, have achieved promising progress. Based on results from previous work, the performance …...

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TableGPT: Few-shot Table-to-Text Generation with Table Structure Reconstruction and Content Matching

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AbstractAlthough neural table-to-text models have achieved remarkable progress with the help of large-scale datasets, they suffer insufficient learning problem with limited training data. Recently, pre-trained language models show potential in …...

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