diff --git a/model_cards/elgeish/cs224n-squad2.0-albert-base-v2/README.md b/model_cards/elgeish/cs224n-squad2.0-albert-base-v2/README.md
index 7739fc60..d314d7fa 100644
--- a/model_cards/elgeish/cs224n-squad2.0-albert-base-v2/README.md
+++ b/model_cards/elgeish/cs224n-squad2.0-albert-base-v2/README.md
@@ -1,3 +1,8 @@
+---
+tags:
+- exbert
+---
+
## CS224n SQuAD2.0 Project Dataset
The goal of this model is to save CS224n students GPU time when establising
baselines to beat for the [Default Final Project](http://web.stanford.edu/class/cs224n/project/default-final-project-handout.pdf).
@@ -11,6 +16,10 @@ set, students must make sure not to use the official SQuAD2.0 dev set in any way
— including the use of models fine-tuned on the official SQuAD2.0, since they
used the official SQuAD2.0 dev set for model selection.
+
+
+
+
## Results
```json
{
@@ -67,6 +76,18 @@ used the official SQuAD2.0 dev set for model selection.
}
```
+## How to Cite
+```BibTeX
+@misc{elgeish2020gestalt,
+ title={Gestalt: a Stacking Ensemble for SQuAD2.0},
+ author={Mohamed El-Geish},
+ journal={arXiv e-prints},
+ archivePrefix={arXiv},
+ eprint={2004.07067},
+ year={2020},
+}
+```
+
## Related Models
* [elgeish/cs224n-squad2.0-albert-large-v2](https://huggingface.co/elgeish/cs224n-squad2.0-albert-large-v2)
* [elgeish/cs224n-squad2.0-albert-xxlarge-v1](https://huggingface.co/elgeish/cs224n-squad2.0-albert-xxlarge-v1)
diff --git a/model_cards/elgeish/cs224n-squad2.0-albert-large-v2/README.md b/model_cards/elgeish/cs224n-squad2.0-albert-large-v2/README.md
index 4166656c..78cc05b7 100644
--- a/model_cards/elgeish/cs224n-squad2.0-albert-large-v2/README.md
+++ b/model_cards/elgeish/cs224n-squad2.0-albert-large-v2/README.md
@@ -1,3 +1,8 @@
+---
+tags:
+- exbert
+---
+
## CS224n SQuAD2.0 Project Dataset
The goal of this model is to save CS224n students GPU time when establising
baselines to beat for the [Default Final Project](http://web.stanford.edu/class/cs224n/project/default-final-project-handout.pdf).
@@ -11,6 +16,10 @@ set, students must make sure not to use the official SQuAD2.0 dev set in any way
— including the use of models fine-tuned on the official SQuAD2.0, since they
used the official SQuAD2.0 dev set for model selection.
+
+
+
+
## Results
```json
{
@@ -67,6 +76,18 @@ used the official SQuAD2.0 dev set for model selection.
}
```
+## How to Cite
+```BibTeX
+@misc{elgeish2020gestalt,
+ title={Gestalt: a Stacking Ensemble for SQuAD2.0},
+ author={Mohamed El-Geish},
+ journal={arXiv e-prints},
+ archivePrefix={arXiv},
+ eprint={2004.07067},
+ year={2020},
+}
+```
+
## Related Models
* [elgeish/cs224n-squad2.0-albert-base-v2](https://huggingface.co/elgeish/cs224n-squad2.0-albert-base-v2)
* [elgeish/cs224n-squad2.0-albert-xxlarge-v1](https://huggingface.co/elgeish/cs224n-squad2.0-albert-xxlarge-v1)
diff --git a/model_cards/elgeish/cs224n-squad2.0-albert-xxlarge-v1/README.md b/model_cards/elgeish/cs224n-squad2.0-albert-xxlarge-v1/README.md
index e21a7b74..0f464b34 100644
--- a/model_cards/elgeish/cs224n-squad2.0-albert-xxlarge-v1/README.md
+++ b/model_cards/elgeish/cs224n-squad2.0-albert-xxlarge-v1/README.md
@@ -1,3 +1,8 @@
+---
+tags:
+- exbert
+---
+
## CS224n SQuAD2.0 Project Dataset
The goal of this model is to save CS224n students GPU time when establising
baselines to beat for the [Default Final Project](http://web.stanford.edu/class/cs224n/project/default-final-project-handout.pdf).
@@ -11,6 +16,10 @@ set, students must make sure not to use the official SQuAD2.0 dev set in any way
— including the use of models fine-tuned on the official SQuAD2.0, since they
used the official SQuAD2.0 dev set for model selection.
+
+
+
+
## Results
```json
{
@@ -67,6 +76,18 @@ used the official SQuAD2.0 dev set for model selection.
}
```
+## How to Cite
+```BibTeX
+@misc{elgeish2020gestalt,
+ title={Gestalt: a Stacking Ensemble for SQuAD2.0},
+ author={Mohamed El-Geish},
+ journal={arXiv e-prints},
+ archivePrefix={arXiv},
+ eprint={2004.07067},
+ year={2020},
+}
+```
+
## Related Models
* [elgeish/cs224n-squad2.0-albert-base-v2](https://huggingface.co/elgeish/cs224n-squad2.0-albert-base-v2)
* [elgeish/cs224n-squad2.0-albert-large-v2](https://huggingface.co/elgeish/cs224n-squad2.0-albert-large-v2)
diff --git a/model_cards/elgeish/cs224n-squad2.0-distilbert-base-uncased/README.md b/model_cards/elgeish/cs224n-squad2.0-distilbert-base-uncased/README.md
index 4f90877b..b4cea1eb 100644
--- a/model_cards/elgeish/cs224n-squad2.0-distilbert-base-uncased/README.md
+++ b/model_cards/elgeish/cs224n-squad2.0-distilbert-base-uncased/README.md
@@ -67,6 +67,18 @@ used the official SQuAD2.0 dev set for model selection.
}
```
+## How to Cite
+```BibTeX
+@misc{elgeish2020gestalt,
+ title={Gestalt: a Stacking Ensemble for SQuAD2.0},
+ author={Mohamed El-Geish},
+ journal={arXiv e-prints},
+ archivePrefix={arXiv},
+ eprint={2004.07067},
+ year={2020},
+}
+```
+
## Related Models
* [elgeish/cs224n-squad2.0-albert-base-v2](https://huggingface.co/elgeish/cs224n-squad2.0-albert-base-v2)
* [elgeish/cs224n-squad2.0-albert-large-v2](https://huggingface.co/elgeish/cs224n-squad2.0-albert-large-v2)
diff --git a/model_cards/elgeish/cs224n-squad2.0-roberta-base/README.md b/model_cards/elgeish/cs224n-squad2.0-roberta-base/README.md
index 3dc6e4ed..220aa23b 100644
--- a/model_cards/elgeish/cs224n-squad2.0-roberta-base/README.md
+++ b/model_cards/elgeish/cs224n-squad2.0-roberta-base/README.md
@@ -67,6 +67,18 @@ used the official SQuAD2.0 dev set for model selection.
}
```
+## How to Cite
+```BibTeX
+@misc{elgeish2020gestalt,
+ title={Gestalt: a Stacking Ensemble for SQuAD2.0},
+ author={Mohamed El-Geish},
+ journal={arXiv e-prints},
+ archivePrefix={arXiv},
+ eprint={2004.07067},
+ year={2020},
+}
+```
+
## Related Models
* [elgeish/cs224n-squad2.0-albert-base-v2](https://huggingface.co/elgeish/cs224n-squad2.0-albert-base-v2)
* [elgeish/cs224n-squad2.0-albert-large-v2](https://huggingface.co/elgeish/cs224n-squad2.0-albert-large-v2)