Create README.md

README.md

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+```
+@inproceedings{wang-etal-2019-make,
+   title = "Does it Make Sense? And Why? A Pilot Study for Sense Making and Explanation",
+   author = "Wang, Cunxiang  and
+     Liang, Shuailong  and
+     Zhang, Yue  and
+     Li, Xiaonan  and
+     Gao, Tian",
+   booktitle = "Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics",
+   month = jul,
+   year = "2019",
+   address = "Florence, Italy",
+   publisher = "Association for Computational Linguistics",
+   url = "https://www.aclweb.org/anthology/P19-1393",
+   pages = "4020--4026",
+   abstract = "Introducing common sense to natural language understanding systems has received increasing research attention. It remains a fundamental question on how to evaluate whether a system has the sense-making capability. Existing benchmarks measure common sense knowledge indirectly or without reasoning. In this paper, we release a benchmark to directly test whether a system can differentiate natural language statements that make sense from those that do not make sense. In addition, a system is asked to identify the most crucial reason why a statement does not make sense. We evaluate models trained over large-scale language modeling tasks as well as human performance, showing that there are different challenges for system sense-making.",
+}
+```