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README.md

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 license: apache-2.0
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+
+# Model description
+
+This is an [tapas-base](https://huggingface.co/google/tapas-base) model, trained on the lookup queries of wikisql [wikisql](https://huggingface.co/datasets/wikisql) dataset. It was trained to take the tables and questions as input to extract answers from the table.
+
+# Overview
+
+*Language model*: tapas-base \
+*Language*: English\
+*Task*: Table Question Answering \
+*Data*: WikiSQL
+
+# Intented use and limitations
+One can use this model to predict answers for natural language queries given a table. Biases associated with pre-training of tapas-base and wikisql dataset may be present.
+
+## Usage
+One can use this model directly in the [PrimeQA](https://github.com/primeqa/primeqa) framework as in this example [notebook](https://github.com/primeqa/primeqa/blob/tableqa_tapas/notebooks/tableqa/tableqa_inference.ipynb).
+
+
+## Citation
+```bibtex
+@misc{herzig2020tapas,
+      title={TAPAS: Weakly Supervised Table Parsing via Pre-training}, 
+      author={Jonathan Herzig and Paweł Krzysztof Nowak and Thomas Müller and Francesco Piccinno and Julian Martin Eisenschlos},
+      year={2020},
+      eprint={2004.02349},
+      archivePrefix={arXiv},
+      primaryClass={cs.IR}
+}
+
+```