Update README.md

README.md

@@ -156,7 +156,7 @@ SELECT DISTINCT ?uri WHERE {
 
 ### 🧪 Evaluation
 
-The model was evaluated using F1-score on a hand-crafted dataset for the First Text2Sparql Challenge, a Co-Located with Text2KG at ESWC25.
+The model was evaluated using F1-score on a hand-crafted dataset for the First Text2SPARQL Challenge, a Co-Located with Text2KG at ESWC25.
 
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@@ -167,7 +167,7 @@ If you use this model in your work, please cite it as:
 ```
 @misc{text2sparql2025,
   author = {Marcos Gôlo, Paulo do Carmo, Edgard Marx, Ricardo Marcacini},
-  title = {text2sparql-L: Natural Language Text to SPARQL for DBpedia},
+  title = {text2SPARQL-L: Natural Language Text to SPARQL for DBpedia},
   year = {2025},
   howpublished = {\url{https://huggingface.co/aksw/text2sparql-L}},
 }