Update links

README.md

@@ -11,9 +11,7 @@ datasets:
 
 The model and its training code has been mainly taken from: [Tensorpack](https://github.com/tensorpack/tensorpack/tree/master/examples/FasterRCNN) . 
 
-Please check: [Xu Zhong et. all. - PubLayNet: largest dataset ever for document layout analysis](https://arxiv.org/abs/1908.07836). 
-
-This model is different from the model used the paper. 
+Regarding the dataset, please check: [Xu Zhong et. all. - Image-based table recognition: data, model, and evaluation](https://arxiv.org/abs/1911.10683). 
 
 The code has been adapted so that it can be used in a **deep**doctection pipeline. 
 
@@ -64,4 +62,5 @@ train_faster_rcnn(path_config_yaml=path_config_yaml,
                   build_val_config=build_val_config,
                   metric=coco_metric,
                   pipeline_component_name="ImageLayoutService"
-                  )```
+                  )
+```