Update README.md

README.md

@@ -53,11 +53,11 @@ dataset_info:
 
 ### Dataset Summary
 
-We introduce an expert-annotated dataset for classifying the TCFD recommendation categories ([fsb-tcfd.org](https://www.fsb-tcfd.org)) of climate-related paragraphs in corporate disclosures.
+We introduce an expert-annotated dataset for classifying the TCFD recommendation categories ([fsb-tcfd.org](https://www.fsb-tcfd.org)) of paragraphs in corporate disclosures.
 
 ### Supported Tasks and Leaderboards
 
-The dataset supports a multiclass classification task of climate-related paragraphs into the four TCFD recommendation categories (governance, strategy, risk management, metrics and targets) and the non-climate-related class.
+The dataset supports a multiclass classification task of paragraphs into the four TCFD recommendation categories (governance, strategy, risk management, metrics and targets) and the non-climate-related class.
 
 ### Languages
 
@@ -76,7 +76,7 @@ The text in the dataset is in English.
 
 ### Data Fields
 
-- text: a climate-related paragraph extracted from corporate annual reports and sustainability reports
+- text: a paragraph extracted from corporate annual reports and sustainability reports
 - label: the label (0 -> none (i.e., not climate-related), 1 -> metrics, 2 -> strategy, 3 -> risk, 4 -> governance)
 
 ### Data Splits
@@ -95,7 +95,7 @@ The dataset is split into:
 
 #### Initial Data Collection and Normalization
 
-Our dataset contains climate-related paragraphs extracted from financial disclosures by firms. We collect text from corporate annual reports and sustainability reports.
+Our dataset contains paragraphs extracted from financial disclosures by firms. We collect text from corporate annual reports and sustainability reports.
 
 For more information regarding our sample selection, please refer to the Appendix of our paper (see [citation](#citation-information)).