Update README.md

README.md

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 ### Dataset Summary
 
-**PolyFiQA Easy** is a multilingual financial question-answering dataset designed to evaluate financial reasoning in a simplified setting. Each instance consists of a task identifier, a query prompt, an associated financial question, and the correct answer. The Easy split focuses on queries that can be answered with minimal document retrieval, making it ideal for low-latency or resource-constrained systems.
+**PolyFiQA-Easy** is a multilingual financial question-answering dataset designed to evaluate financial reasoning in a simplified setting. Each instance consists of a task identifier, a query prompt, an associated financial question, and the correct answer. The Easy split focuses on queries that can be answered with minimal document retrieval, making it ideal for low-latency or resource-constrained systems.
 
 ### Supported Tasks and Leaderboards
 
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 ### Curation Rationale
 
-PolyFiQA Easy was curated to provide a lightweight yet robust benchmark for financial question answering with minimal retrieval burden. It aims to evaluate models’ reasoning on self-contained or short-context questions in finance.
+PolyFiQA-Easy was curated to provide a lightweight yet robust benchmark for financial question answering with minimal retrieval burden. It aims to evaluate models’ reasoning on self-contained or short-context questions in finance.
 
 ### Source Data
 
@@ -149,7 +149,7 @@ The dataset contains no personal or sensitive information. All content is synthe
 
 ### Social Impact of Dataset
 
-PolyFiQA Easy contributes to research in financial NLP by enabling multilingual evaluation under constrained settings.
+PolyFiQA-Easy contributes to research in financial NLP by enabling multilingual evaluation under constrained settings.
 
 ### Discussion of Biases