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README.md

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 Benchmark Summary
 
-Chemistry Language Understanding Benchmark is published in ACL2023 industry track to facilitate NLP research in chemical industry [ACL2023 Paper Link Not Available Yet](link).
+Chemistry Language Understanding Benchmark is published in ACL2023 industry track to facilitate NLP research in chemical industry [ACL2023 Industry Track](https://aclanthology.org/2023.acl-industry.39/).
 From our understanding, it is one of the first benchmark datasets with tasks for both patent and literature articles provided by the industrial organization.
 All the datasets are annotated by professional chemists.