CoSQL [paper] [code] [dataset]2019年9月，耶鲁大学和Salesforce Research提出了一种跨域数据库CoSQL...
1. Dataset DescriptionIM-TQA is a Chinese table question answering dataset with 1,200 tables and 5,000 question-answer pairs, which highlights Implicit and Multi-type table structures for real-world TQA scenarios. It yields a more challenging table QA setting with two characteristics:...
(KB) as the external knowledge source for TableQA and construct a dataset KET-QA with fine-grained gold evidence annotation. Each table in the dataset corresponds to a sub-graph of the entire KB, and every question requires the integration of information from both the table and the sub-graph...
This article will cover the fundamentals of Tabular Question answering, challenges, datasets, AI progress in transforming natural language database queries to SQL code starting from rule-based systems to the modern state of the art deep learning-based a
Thus, we release Open-WikiTable, the first ODQA dataset that requires complex reasoning over tables. Open-WikiTable is built upon WikiSQL and WikiTableQuestions to be applicable in the open-domain setting. As each question is coupled with both textual answers and SQL queries, Open-WikiTable ...
Dataset This repository contains the data corresponding to the paper. Please consider refering to the paper draft if you are using them, as below: @misc{katsis2021aitqa, title={AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry}, author={Yannis Katsis and Saneem ...
UnitedQA: A Hybrid Approach for Open Domain Question Answering【ACL,2021】 T-RAG: End-to-End Table Question Answering via Retrieval-Augmented 【PPrint】 Thinking 大家都是在努力的构造各个领域,或者公共的dataset,发布出来。自己提出一个效果还不错的model出来,作为baseline,然后鼓励大家在他的数据集上搞一...
To represent a cell, we design rich features which leverage both the semantic information of the question and the structure information of the table. The experiments are conducted on WIKITABLE-QUESTIONS dataset in which the questions have complex semantics. Compared to a semantic parsing based ...
Text / Graphic Question Multiple Choice Question Matrix Table Question Text Entry Question Form Field Question Slider Question Rank Order Question Side by Side Question Autocomplete Questions Specialty Questions Advanced Questions Pre-Made Qualtrics Library Questions Formatting Questions Formatting Answer Choi...
Official repository for paper "TableBench: A Comprehensive and Complex Benchmark for Table Question Answering" - TableBench/TableBench