Update README.md

README.md

@@ -24,11 +24,13 @@ model-index:
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 should probably proofread and complete it, then remove this comment. -->
 
-# mukayese/bart-turkish-mlsum
+# [Mukayese: Turkish NLP Strikes Back](https://arxiv.org/abs/2203.01215)
 
-_This model is uncased_
+## Turkish News Summarization
 
-This model is a initialized from scratch and trained only the mlsum/tu dataset with no pre-training.
+## mukayese/bart-turkish-mlsum
+
+_This model is uncased_, it was initialized from scratch and trained only the mlsum/tu dataset with no pre-training.
 
 It achieves the following results on the evaluation set:
 
@@ -37,17 +39,7 @@ It achieves the following results on the evaluation set:
 - Rougel: 38.1981
 - Rougelsum: 39.9453
 
-## Model description
-
-More information needed
-
-## Intended uses & limitations
-
-More information needed
-
-## Training and evaluation data
-
-More information needed
+Check this paper for more details on the model and the dataset.
 
 ## Training procedure
 
@@ -69,26 +61,6 @@ The following hyperparameters were used during training:
 - mixed_precision_training: Native AMP
 - label_smoothing_factor: 0.1
 
-### Training results
-
-| Training Loss | Epoch | Step  | Validation Loss | Rouge1  | Rouge2  | Rougel  | Rougelsum | Gen Len |
-|:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
-| 4.4304        | 1.0   | 3895  | 4.3749          | 33.2844 | 22.8262 | 29.9423 | 30.7953   | 19.7732 |
-| 3.65          | 2.0   | 7790  | 3.7414          | 33.8392 | 23.517  | 30.4871 | 31.3309   | 19.9031 |
-| 3.397         | 3.0   | 11685 | 3.5651          | 34.2335 | 23.9113 | 30.9237 | 31.7434   | 19.894  |
-| 3.2202        | 4.0   | 15580 | 3.5054          | 34.2535 | 23.9595 | 30.9811 | 31.7961   | 19.9212 |
-| 3.0827        | 5.0   | 19475 | 3.4547          | 34.5545 | 24.1991 | 31.2609 | 32.085    | 19.9195 |
-| 2.9801        | 6.0   | 23370 | 3.4328          | 34.6721 | 24.2537 | 31.372  | 32.1777   | 19.9331 |
-| 2.8689        | 7.0   | 27265 | 3.4377          | 34.6764 | 24.3314 | 31.4376 | 32.1981   | 19.9278 |
-| 2.7813        | 8.0   | 31160 | 3.4407          | 34.746  | 24.345  | 31.4511 | 32.2708   | 19.9468 |
-| 2.6848        | 9.0   | 35055 | 3.4539          | 34.7376 | 24.3224 | 31.4784 | 32.2817   | 19.9096 |
-| 2.5974        | 10.0  | 38950 | 3.4683          | 34.9174 | 24.4716 | 31.5641 | 32.4039   | 19.9384 |
-| 2.5228        | 11.0  | 42845 | 3.4903          | 34.9845 | 24.4972 | 31.6585 | 32.4753   | 19.93   |
-| 2.4633        | 12.0  | 46740 | 3.5105          | 34.8496 | 24.3559 | 31.5256 | 32.3635   | 19.9275 |
-| 2.4022        | 13.0  | 50635 | 3.5234          | 34.9109 | 24.4008 | 31.5449 | 32.4021   | 19.9374 |
-| 2.3605        | 14.0  | 54530 | 3.5306          | 34.9545 | 24.4365 | 31.6208 | 32.4711   | 19.9366 |
-| 2.3216        | 15.0  | 58425 | 3.5379          | 34.9079 | 24.4077 | 31.5734 | 32.4287   | 19.9365 |
-
 ### Framework versions
 
 - Transformers 4.11.3