Update README.md

README.md

@@ -3,13 +3,17 @@ tags:
 - roberta
 - adapterhub:nli/multinli
 - adapter-transformers
+license: apache-2.0
+language:
+- en
+library_name: adapter-transformers
 ---
 
 # Adapter `yoh/distilroberta-base-sept-adapter` for distilroberta-base
 
-An [adapter](https://adapterhub.ml) for the `distilroberta-base` model that was trained on the [nli/multinli](https://adapterhub.ml/explore/nli/multinli/) dataset.
+An [adapter](https://adapterhub.ml) for the `distilroberta-base` model that was trained on the [AllNLI](https://public.ukp.informatik.tu-darmstadt.de/reimers/sentence-transformers/datasets/paraphrases/AllNLI.jsonl.gz), [Sentence compression](https://public.ukp.informatik.tu-darmstadt.de/reimers/sentence-transformers/datasets/paraphrases/sentence-compression.jsonl.gz) and [Stackexchange duplicate question](https://public.ukp.informatik.tu-darmstadt.de/reimers/sentence-transformers/datasets/paraphrases/stackexchange_duplicate_questions.jsonl.gz) datasets (see information [here](https://www.sbert.net/examples/training/paraphrases/README.html)).
 
-This adapter was created for usage with the **[adapter-transformers](https://github.com/Adapter-Hub/adapter-transformers)** library.
+This adapter was created for usage with the **[adapter-transformers](https://github.com/Adapter-Hub/adapter-transformers)** library. See this [paper](https://arxiv.org/abs/2311.00408) and [repository](https://github.com/UKPLab/AdaSent/blob/main/README.md) for more information on the tasks.
 
 ## Usage
 
@@ -38,5 +42,13 @@ adapter_name = model.load_adapter("yoh/distilroberta-base-sept-adapter", source=
 <!-- Add some description here -->
 
 ## Citation
-
-<!-- Add some description here -->
+```bibtex
+@article{huang2023adasent,
+ title={AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification}, 
+ author={Yongxin Huang and Kexin Wang and Sourav Dutta and Raj Nath Patel and Goran Glavaš and Iryna Gurevych},
+ journal = {ArXiv preprint},
+ url = {https://arxiv.org/abs/2311.00408},
+ volume = {abs/2311.00408},
+ year={2023},
+}
+```