Updates to the model card

README.md

@@ -24,7 +24,7 @@ Of note is that it only uses the first five levels of the scale (A1 to C1), igno
 - **Shared by:** Ricardo Muñoz Sánchez ([rimusa](https://huggingface.co/rimusa))
 - **Model type:** BERT for text classification
 - **Language(s):** Swedish
-- **License:** [More Information Needed]
+- **License:** \[***ADD DETAILS HERE***\]
 - **Finetuned from model:** [KB/bert-base-swedish-cased](https://huggingface.co/KB/bert-base-swedish-cased)
 
 ### Model Sources [optional]
@@ -32,7 +32,7 @@ Of note is that it only uses the first five levels of the scale (A1 to C1), igno
 <!-- Provide the basic links for the model. -->
 
 - **Repository:** [More Information Needed]
-- **Paper [optional]:** [More Information Needed]
+- **Paper:** Jingle BERT, Jingle BERT, Frozen All the Way: Freezing Layers to Identify CEFR Levels of Second Language Learners Using BERT ([link](https://aclanthology.org/2024.nlp4call-1.11/))
 - **Demo [optional]:** [More Information Needed]
 
 ## Uses
@@ -45,12 +45,6 @@ Of note is that it only uses the first five levels of the scale (A1 to C1), igno
 
 [More Information Needed]
 
-### Downstream Use [optional]
-
-<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
-
-[More Information Needed]
-
 ### Out-of-Scope Use
 
 <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
@@ -152,23 +146,6 @@ Carbon emissions can be estimated using the [Machine Learning Impact calculator]
 - **Compute Region:** [More Information Needed]
 - **Carbon Emitted:** [More Information Needed]
 
-## Technical Specifications [optional]
-
-### Model Architecture and Objective
-
-[More Information Needed]
-
-### Compute Infrastructure
-
-[More Information Needed]
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-#### Hardware
-
-[More Information Needed]
-
-#### Software
-
-[More Information Needed]
 
 ## Citation [optional]
 
@@ -176,7 +153,7 @@ Carbon emissions can be estimated using the [Machine Learning Impact calculator]
 
 **BibTeX:**
 
-```
+> ```
 @inproceedings{sanchez-etal-2024-jingle,
     title = "Jingle {BERT}, Jingle {BERT}, Frozen All the Way: Freezing Layers to Identify {CEFR} Levels of Second Language Learners Using {BERT}",
     author = "Mu{\~n}oz S{\'a}nchez, Ricardo  and
@@ -204,7 +181,7 @@ Carbon emissions can be estimated using the [Machine Learning Impact calculator]
 
 **APA:**
 
-Ricardo Muñoz Sánchez, David Alfter, Simon Dobnik, Maria Irena Szawerna, and Elena Volodina. 2024. Jingle BERT, Jingle BERT, Frozen All the Way: Freezing Layers to Identify CEFR Levels of Second Language Learners Using BERT. In Proceedings of the 13th Workshop on Natural Language Processing for Computer Assisted Language Learning, pages 137–152, Rennes, France. LiU Electronic Press.
+> Ricardo Muñoz Sánchez, David Alfter, Simon Dobnik, Maria Irena Szawerna, and Elena Volodina. 2024. Jingle BERT, Jingle BERT, Frozen All the Way: Freezing Layers to Identify CEFR Levels of Second Language Learners Using BERT. In Proceedings of the 13th Workshop on Natural Language Processing for Computer Assisted Language Learning, pages 137–152, Rennes, France. LiU Electronic Press.
 
 ## Model Card Authors