Fix label mappings and contact line (bank key → bank name).

README.md

@@ -86,9 +86,9 @@ Ensure your environment has the necessary dependencies installed.
 
 ## Label Interpretation
 
-- **LABEL_0:** Hawkish; the sentnece supports contractionary monetary policy.
-- **LABEL_1:** Dovish; the sentence supports expansionary monetary policy.
-- **LABEL_2:** Neutral; the sentence contains neither hawkish or dovish sentiment, or both hawkish and dovish sentiment.
+- **LABEL_0:** Neutral; the sentence contains neither hawkish or dovish sentiment, or both hawkish and dovish sentiment.
+- **LABEL_1:**  Hawkish; the sentnece supports contractionary monetary policy.
+- **LABEL_2:** Dovish; the sentence supports expansionary monetary policy.
 - **LABEL_3:** Irrelevant; the sentence is not related to monetary policy.
 
 ## Training Data
@@ -111,7 +111,7 @@ For more details, refer to the [federal_reserve_system dataset documentation](ht
 
 ## Contact
 
-For any federal_reserve_system related issues and questions, please contact:
+For any Federal Reserve System related issues and questions, please contact:
 
 - Huzaifa Pardawala: huzaifahp7[at]gatech[dot]edu