Update README.md

README.md

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 ### Dataset Summary
 
-Dataset for training classification-only fact checking with claims from FEVER dataset.
+Dataset for training classification-only fact checking with claims from the FEVER dataset.
 This dataset is used in the paper "Generating Label Cohesive and Well-Formed Adversarial Claims", EMNLP 2020
 
-The evidence is the gold evidence from the FEVER dataset for REFUTE and SUPPORT claims.
-For NEI claims, we extract evidence sentences with the system in "Christopher Malon. 2018. Team Papelo: Transformer Networks at FEVER. In Proceedings of the
+The evidence is the gold evidence from the FEVER dataset for *REFUTE* and *SUPPORT* claims.
+For *NEI* claims, we extract evidence sentences with the system in "Christopher Malon. 2018. Team Papelo: Transformer Networks at FEVER. In Proceedings of the
 First Workshop on Fact Extraction and VERification (FEVER), pages 109113."