Update README.md

README.md

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 CLUTRR: **C**ompositional **L**anguage **U**nderstanding with **T**ext based **R**elational **R**easoning
 
-A benchmark dataset generator to test relational reasoning on text
+A benchmark dataset generator to test relational reasoning on text
+
+- Official repo: https://github.com/facebookresearch/clutrr 
+
+<img src="https://www.cs.mcgill.ca/~ksinha4/assets/img/clutrr_text.png" alt="CLUTRR" width="500"/>
+
+If our work is useful for your research, consider citing it using the following bibtex:
+
+```
+@article{sinha2019clutrr,
+  Author = {Koustuv Sinha and Shagun Sodhani and Jin Dong and Joelle Pineau and William L. Hamilton},
+  Title = {CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text},
+  Year = {2019},
+  journal = {Empirical Methods of Natural Language Processing (EMNLP)},
+  arxiv = {1908.06177}
+}
+```