Update README.md
Browse files
README.md
CHANGED
|
@@ -1,3 +1,16 @@
|
|
| 1 |
-
|
| 2 |
-
|
| 3 |
-
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# MRPC Sentiment Analysis
|
| 2 |
+
|
| 3 |
+
This space contains a fine-tuned BERT model for the Microsoft Research Paraphrase Corpus (MRPC) dataset. The model determines if two sentences are semantically equivalent.
|
| 4 |
+
|
| 5 |
+
## How to Use
|
| 6 |
+
|
| 7 |
+
1. Enter two sentences in the input fields.
|
| 8 |
+
2. Click the "Submit" button.
|
| 9 |
+
3. The model will predict whether the sentences are "Similar" or "Not Similar".
|
| 10 |
+
|
| 11 |
+
## Model Details
|
| 12 |
+
|
| 13 |
+
- **Pre-trained Model**: BERT Base Uncased
|
| 14 |
+
- **Fine-tuned on**: MRPC dataset
|
| 15 |
+
- **Training Epochs**: 3
|
| 16 |
+
- **Learning Rate**: 2e-5
|