Update readme

README.md

@@ -40,7 +40,7 @@ Homer  's   Iliad opens with an invocation to the muse ( 1. 1).
 ### Dataset
 
 
-`roberta_classics_ner` was fine-tuned and evaluated on `EpiBau`, a dataset which has not been released publicly yet. It is composed of four volumes of **Structures of Epic Poetry**, a compendium on the narrative patterns and structural elements in ancient epic. 
+`roberta_classics_ner` was fine-tuned and evaluated on `EpiBau`, a dataset which has not been released publicly yet. It is composed of four volumes of [Structures of Epic Poetry](https://www.epische-bauformen.uni-rostock.de/), a compendium on the narrative patterns and structural elements in ancient epic. 
 Entity counts of the `Epibau` dataset are the following: 
 
 |                | train-set | dev-set | test-set |
@@ -56,7 +56,7 @@ Entity counts of the `Epibau` dataset are the following:
 
 ### Results
 
-Trained and tested on `EpiBau` with a 85-15 split, the model yields a general F1 score of **.82** (micro-averages). Detailed scores are displayed below. Evaluation was performed with the [CLEF-HIPE-scorer](https://github.com/impresso/CLEF-HIPE-2020-scorer), in strict mode) 
+The model was developed in the context of experiments reported [here](http://infoscience.epfl.ch/record/291236?&ln=en).Trained and tested on `EpiBau` with a 85-15 split, the model yields a general F1 score of **.82** (micro-averages). Detailed scores are displayed below. Evaluation was performed with the [CLEF-HIPE-scorer](https://github.com/impresso/CLEF-HIPE-2020-scorer), in strict mode) 
 
 
 | metric    | AAUTHOR | AWORK | REFSCOPE | REFAUWORK |