Update README.md

README.md

@@ -33,16 +33,16 @@ This model aims to simplify German texts into plain German language. It belongs
 - **Developed by:** Regina Stodden
 - **Model type:** Text2Text Generation
 - **Language(s) (NLP):** German, Plain German
-- **License:** [More Information Needed]
-- **Finetuned from model [optional]:** [https://huggingface.co/google/mt5-base](https://huggingface.co/google/mt5-base)
+<!-- **License:** [More Information Needed]-->
+- **Finetuned from model:** [https://huggingface.co/google/mt5-base](https://huggingface.co/google/mt5-base)
 
-### Model Sources [optional]
+### Model Sources
 
 <!-- Provide the basic links for the model. -->
 
 - **Repository:** [https://huggingface.co/DEplain/mt5-DEplain-APA](https://huggingface.co/DEplain/mt5-DEplain-APA)
-- **Paper [optional]:** Stodden (2024, to appear). "Reproduction & Benchmarking of German Text Simplification Systems"  In Proceedings of the 1st Workshop on Evaluating Text Difficulty in a Multilingual Context (DeTermIt!), Turin, Italy.
-- **Demo [optional]:** [More Information Needed]
+- **Paper:** Stodden (2024, to appear). "Reproduction & Benchmarking of German Text Simplification Systems"  In Proceedings of the 1st Workshop on Evaluating Text Difficulty in a Multilingual Context (DeTermIt!), Turin, Italy.
+<!--- **Demo [optional]:** [More Information Needed]-->
 
 ## Uses
 
@@ -137,11 +137,7 @@ The model is fine-tuned on DEplain-APA. DEplain-APA [(Stodden et al., 2023)](htt
 
 We mainly recommend to evaluate mT5-Deplain-APA on [DEplain-APA-sent](DEplain/DEplain-APA-sent). However, in our paper, we include evaluation on more test sets which can be found here: [https://github.com/rstodden/easse-de](https://github.com/rstodden/easse-de/tree/master/easse/resources/data/test_sets/sentence_level).
 
-#### Factors
 
-<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
-
-[More Information Needed]
 
 #### Metrics
 
@@ -175,7 +171,7 @@ Results of mT5-DEplain-APA and related models evaluated on DEplain-APA. For more
 
 
 
-## Citation [optional]
+## Citation
 
 <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->