Update README.md

README.md

@@ -9,7 +9,7 @@ pipeline_tag: conversational
 
 This is a weights storage for the PaperPersiChat pipeline models.
 
-The pipeline is presented in the paper "PaperPersiChat: Scientific Paper Discussion Chatbot using Transformers and Discourse Flow Management"
+The pipeline is presented in the paper [PaperPersiChat: Scientific Paper Discussion Chatbot using Transformers and Discourse Flow Management](https://aclanthology.org/2023.sigdial-1.54/)
 
 ### Installation
 
@@ -46,4 +46,24 @@ pred = model(question,
              max_seq_len=384,
              doc_stride=64,
              max_answer_len=384)
-```
+```
+
+### Citation
+
+If you find our models helpful, feel free to cite our publication [PaperPersiChat: Scientific Paper Discussion Chatbot using Transformers and Discourse Flow Management](https://aclanthology.org/2023.sigdial-1.54/):
+```
+@inproceedings{chernyavskiy-etal-2023-paperpersichat,
+    title = "{P}aper{P}ersi{C}hat: Scientific Paper Discussion Chatbot using Transformers and Discourse Flow Management",
+    author = "Chernyavskiy, Alexander  and
+      Bregeda, Max  and
+      Nikiforova, Maria",
+    booktitle = "Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue",
+    month = sep,
+    year = "2023",
+    address = "Prague, Czechia",
+    publisher = "Association for Computational Linguistics",
+    url = "https://aclanthology.org/2023.sigdial-1.54",
+    pages = "584--587",
+}
+
+```