Update README.md

README.md

@@ -7,7 +7,11 @@ tags:
 - sentence-similarity
 - transformers
 - semantic-search
-
+- character-transformer
+- hierarchical-transformer
+language:
+- en
+- grc
 ---
 
 # shlm-grc-en
@@ -16,9 +20,9 @@ tags:
 
 This model creates sentence embeddings in a shared vector space for Ancient Greek and English text.
 
-The base model uses a modified version of the HLM architecture described in [Heidelberg-Boston @ SIGTYP 2024 Shared Task: Enhancing Low-Resource Language Analysis With Character-Aware Hierarchical Transformers](https://aclanthology.org/2024.sigtyp-1.16/)
+The base model uses a modified version of the HLM architecture described in [Heidelberg-Boston @ SIGTYP 2024 Shared Task: Enhancing Low-Resource Language Analysis With Character-Aware Hierarchical Transformers](https://aclanthology.org/2024.sigtyp-1.16/) ([arXiv](https://arxiv.org/abs/2405.20145))
 
-This model is trained to produce sentence embeddings using the multilingual knowledge distillation method and datasets described in [Sentence Embedding Models for Ancient Greek Using Multilingual Knowledge Distillation](https://aclanthology.org/2023.alp-1.2/).
+This model is trained to produce sentence embeddings using the multilingual knowledge distillation method and datasets described in [Sentence Embedding Models for Ancient Greek Using Multilingual Knowledge Distillation](https://aclanthology.org/2023.alp-1.2/) ([arXiv](https://arxiv.org/abs/2308.13116)).
 
 This model was distilled from `BAAI/bge-base-en-v1.5` for embedding English and Ancient Greek text.
 
@@ -78,6 +82,8 @@ print(sentence_embeddings)
 
 ## Citing & Authors
 
+If you use this model please cite the following papers:
+
 ```
 @inproceedings{riemenschneider-krahn-2024-heidelberg,
     title = "Heidelberg-Boston @ {SIGTYP} 2024 Shared Task: Enhancing Low-Resource Language Analysis With Character-Aware Hierarchical Transformers",