Updated README

README.md

@@ -1,23 +1,33 @@
 ---
-license: gpl-3.0
+license: apache-2.0
+language:
+- lv
 ---
 
-Latvian BERT-base-cased model.
+# Latvian BERT base model (cased)
 
-```
+A pretrained model on the Latvian language using a masked language modeling (MLM) objective. 
+It was introduced in [this paper](http://ebooks.iospress.nl/volumearticle/55531) and first released via the [CLARIN-LV repository](http://hdl.handle.net/20.500.12574/43).
+
+This model is case-sensitive. It is primarily intended to be fine-tuned on downstream natural language understanding (NLU) tasks.
+
+Developed at [AiLab.lv](https://ailab.lv)
+
+### BibTeX entry and citation info
+
+Please cite this paper if you use `lvbert':
+
+```bibtex
 @inproceedings{Znotins-Barzdins:2020:BalticHLT,
-  author = "A. Znotins and G. Barzdins",
-  title = "LVBERT: Transformer-Based Model for Latvian Language Understanding",
-  year = 2020,
-  booktitle = "Human Language Technologies - The Baltic Perspective",
-  publisher = "IOS Press",
-  volume = 328,
-  pages = "111-115",
-  doi = "10.3233/FAIA200610",
-  url = "http://ebooks.iospress.nl/volumearticle/55531"
+  author = {Arturs Znotins and Guntis Barzdins},
+  title = {{LVBERT: Transformer-Based Model for Latvian Language Understanding}},
+  booktitle = {Human Language Technologies - The Baltic Perspective},
+  series = {Frontiers in Artificial Intelligence and Applications},
+  volume = {328},
+  publisher = {IOS Press},
+  year = {2020},
+  pages = {111-115},
+  doi = {10.3233/FAIA200610},
+  url = {http://ebooks.iospress.nl/volumearticle/55531}
 }
 ```
-
-Please use the following text to cite this item or export to a predefined format:
-
-Znotiņš, Artūrs, 2020, LVBERT - Latvian BERT, CLARIN-LV digital library at IMCS, University of Latvia, http://hdl.handle.net/20.500.12574/43