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Related Papers
TaPas: Weakly Supervised Table Parsing via Pre-training
AbstractAnswering natural language questions over tables is usually seen as a semantic parsing task. To alleviate the collection cost of full logical forms, one popular approach focuses on weak supervision …...
TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data
AbstractExisting auto-regressive pre-trained language models (PLMs) like T5 and BART, have been well applied to table question answering by UNIFIEDSKG and TAPEX, respectively, and demonstrated state-of-the-art results on multiple benchmarks. …...