Create README.md

README.md

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+## Pre-trained factual consistency checking model introduced in the following paper.
+model = AutoModelforSequenceClassification("mfma")
+
+@misc{lee2022mfma,
+      title={Masked Summarization to Generate Factually Inconsistent Summaries for Improved Factual Consistency Checking}, 
+      author={Hwanhee Lee and Kang Min Yoo and Joonsuk Park and Hwaran Lee and Kyomin Jung},
+      year={2022},
+      booktitle={Findings of the Association for Computational Linguistics: NAACL 2022},
+}