Update README.md

README.md

@@ -16,4 +16,19 @@ Mike Zhang, Kristian Nørgaard Jensen, Sif Dam Sonniks, and Barbara Plank. __Ski
 This model is pre-trained from scratch on the BookCorpus and WikiData. To pre-train from scratch we use the code from Splinter: https://github.com/oriram/splinter. 
 On our job posting dataset, we found that our `spanbert-base-cased` model works better than the original.
 
-More information can be found in the paper (which should be released when the NAACL proceedings are online).
+More information can be found in the paper (which should be released when the NAACL proceedings are online).
+
+If you use this model, please cite the following paper:
+
+```
+@misc{https://doi.org/10.48550/arxiv.2204.12811,
+      doi = {10.48550/ARXIV.2204.12811},
+      url = {https://arxiv.org/abs/2204.12811},
+      author = {Zhang, Mike and Jensen, Kristian Nørgaard and Sonniks, Sif Dam and Plank, Barbara},
+      keywords = {Computation and Language (cs.CL), FOS: Computer and information sciences, FOS: Computer and information sciences},
+      title = {SkillSpan: Hard and Soft Skill Extraction from English Job Postings},
+      publisher = {arXiv},
+      year = {2022},
+      copyright = {arXiv.org perpetual, non-exclusive license}
+}
+```