Small improvements.

README.md

@@ -1,6 +1,6 @@
 ---
 title: Italian Open LLM Leaderboard 
-emoji: 🤌
+emoji: 🏆
 colorFrom: red
 colorTo: green
 sdk: streamlit
@@ -15,7 +15,7 @@ license: apache-2.0
 Italian leaderboard
 
 ## Leaderboard 
-| Model Name                                                                                 | Year | Publisher                                 | Num. Params | Lang.        | Avg.  | Avg. (Zero-shot) | Avg. (N-shot) | MMLU (0-shot) | MMLU (5-shot) | ARC Challenge (0-shot) | ARC Challenge (25-shot) | HellaSwag (0-shot) | HellaSwag (10-shot) | TruthfulQA (0-shot) |
+| Model Name                                                                                 | Year | Publisher                                 | # Params | Lang.        | Avg.  | Avg. (0-shot) | Avg. (N-shot) | MMLU (0-shot) | MMLU (5-shot) | ARC-C (0-shot) | ARC-C (25-shot) | HellaSwag (0-shot) | HellaSwag (10-shot) | TruthfulQA (0-shot) |
 |--------------------------------------------------------------------------------------------|------|-------------------------------------------|-------------|--------------|-------|------------------|---------------|---------------|---------------|------------------------|-------------------------|--------------------|---------------------|-------------------------|
 | [DanteLLM](https://huggingface.co/rstless-research/DanteLLM-7B-Instruct-Italian-v0.1-GGUF) | 2023 | RSTLess (Sapienza University of Rome)     | 7B          | Italian FT   | 47.52 | 47.34            | 47.69         | 47.05         | 48.27         | 41.89                  | 47.01                   | 47.99              | 47.79               | 52.41                   |
 | [OpenDanteLLM](https://huggingface.co/rstless-research/)                                   | 2023 | RSTLess (Sapienza University of Rome)     | 7B          | Italian  FT  | 45.97 | 45.13            | 46.80         | 44.25         | 46.89         | 41.72                  | 46.76                   | 46.49              | 46.75               | 48.06                   |
@@ -47,7 +47,7 @@ Italian leaderboard
 - [Andrea Bacciu](https://www.linkedin.com/in/andreabacciu/)* (Work done prior joining Amazon)
 - [Cesare Campagnano](https://www.linkedin.com/in/caesar-one/)*
 - [Giovanni Trappolini](https://www.linkedin.com/in/giovanni-trappolini/)
-- [Professor Fabrizio Silvestri](https://www.linkedin.com/in/fabrizio-silvestri-a6b0391/)
+- [Prof. Fabrizio Silvestri](https://www.linkedin.com/in/fabrizio-silvestri-a6b0391/)
 
 \* Equal contribution.
 ### Ack 

main.py

@@ -230,7 +230,7 @@ def filter_dataframe_by_column_values(df: pd.DataFrame) -> pd.DataFrame:
 
 
 def setup_basic():
-    title = "🏆🇮🇹🤌 Italian LLM-Leaderboard"
+    title = "🏆 Italian LLM-Leaderboard 🇮🇹🤌"
 
     st.set_page_config(
         page_title=title,
@@ -240,7 +240,7 @@ def setup_basic():
     st.title(title)
 
     st.markdown(
-        "The Italian LLM Leaderboard published along with the paper DanteLLM: Let's Push Italian LLM Research Forward! 🤌🇮🇹🏆 (LREC-Coling 2024) \n"
+        "The Italian Open LLM Leaderboard published along with the paper DanteLLM: Let's Push Italian LLM Research Forward! 🤌🇮🇹🏆 (LREC-COLING 2024) \n"
     )
 
 def setup_leaderboard(readme: str):
@@ -319,7 +319,7 @@ def setup_disclaimer():
 - [Andrea Bacciu](https://www.linkedin.com/in/andreabacciu/)* (Work done prior joining Amazon)
 - [Cesare Campagnano](https://www.linkedin.com/in/caesar-one/)*
 - [Giovanni Trappolini](https://www.linkedin.com/in/giovanni-trappolini/)
-- [Professor Fabrizio Silvestri](https://www.linkedin.com/in/fabrizio-silvestri-a6b0391/)
+- [Prof. Fabrizio Silvestri](https://www.linkedin.com/in/fabrizio-silvestri-a6b0391/)
 
 \*Equal contribution
 """