Create README.md
Browse files
README.md
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Model Overview
|
| 2 |
+
This is an ELECTRA-Large QA Model trained from https://huggingface.co/google/electra-large-discriminator in two stages. First, it is trained on synthetic adversarial data generated using a BART-Large question generator, and then it is trained on SQuAD and AdversarialQA in a second stage of fine-tuning.
|
| 3 |
+
|
| 4 |
+
# Data
|
| 5 |
+
Training data: SQuAD + AdversarialQA
|
| 6 |
+
Evaluation data: SQuAD + AdversarialQA
|
| 7 |
+
|
| 8 |
+
# Training Process
|
| 9 |
+
Approx. 1 training epoch on the synthetic data and 2 training epochs on the manually-curated data.
|
| 10 |
+
|
| 11 |
+
# Additional Information
|
| 12 |
+
Please refer to https://arxiv.org/abs/2104.08678 for full details. You can interact with the model on Dynabench here: https://dynabench.org/models/109
|