Update README (citation and paper link)

README.md

@@ -55,7 +55,7 @@ dataset_info:
 
 ## Dataset Description
 
-- **Paper:**
+- **Paper: [MOCKS 1.0: Multilingual Open Custom Keyword Spotting Testset](https://www.isca-speech.org/archive/pdfs/interspeech_2023/pudo23_interspeech.pdf)**
 
 ### Dataset Summary
 
@@ -67,7 +67,7 @@ almost 50,000 keywords, with audio data available in English, French, German, It
 The testset was generated using automatically generated alignments used for the extraction of parts of the recordings that were split into keywords and test samples.
 MOCKS contains both positive and negative examples selected based on phonetic transcriptions that are challenging and should allow for in-depth OV-KWS model evaluation. 
 
-Please refer to our [paper]() for further details.
+Please refer to our [paper](https://www.isca-speech.org/archive/pdfs/interspeech_2023/pudo23_interspeech.pdf) for further details.
 
 ### Supported Tasks and Leaderboards
 
@@ -178,9 +178,9 @@ The MOCKS testset is gender balanced.
 
 ```bibtex
 @inproceedings{pudo23_interspeech,
-  author={Miko\l{}aj Pudo and Mateusz Wosik and Adam Cie\'slak and Justyna Krzywdziak and Bo\.{z}ena \L{}ukasiak and Artur Janicki},
+  author={Mikołaj Pudo and Mateusz Wosik and Adam Cieślak and Justyna Krzywdziak and Bożena Łukasiak and Artur Janicki},
   title={{MOCKS} 1.0: Multilingual Open Custom Keyword Spotting Testset},
-  year={in press.},
+  year={2023},
   booktitle={Proc. Interspeech 2023},
 }
 ```