Update README.md

README.md

@@ -61,10 +61,9 @@ task_ids:
 ## Dataset Description
 
 - **Homepage:**
-- **Repository:**
-- **Paper:**
-- **Leaderboard:**
-- **Point of Contact:**
+- **Repository:** https://github.com/luke-grassroot/aid-outcomes-ml
+- **Paper:** Forthcoming
+- **Point of Contact:** Luke Jordan (lukej at mit)
 
 ### Dataset Summary
 
@@ -74,7 +73,7 @@ by the World Bank project ID, which can be used to obtain features from multiple
 
 ### Supported Tasks and Leaderboards
 
-[More Information Needed]
+No leaderboard yet. A wide range of possible supported tasks, including varieties of summarization, QA, and language modelling. To date, the datasets have been used primarily in conjunction with tabular data (via BERT embeddings) to predict project outcomes.
 
 ### Languages
 
@@ -88,27 +87,20 @@ English
 
 ### Data Fields
 
-[More Information Needed]
+* World Bank project ID
+* Project approval document
+* Project review document
 
 ### Data Splits
 
-[More Information Needed]
+* Train
+* Test
 
 ## Dataset Creation
 
-### Curation Rationale
-
-[More Information Needed]
-
 ### Source Data
 
-#### Initial Data Collection and Normalization
-
-[More Information Needed]
-
-#### Who are the source language producers?
-
-[More Information Needed]
+Documents were scraped from the World Bank's public project archive, following links through to specific project pages and then collecting the text files made available by the World Bank.
 
 ### Annotations
 
@@ -122,15 +114,11 @@ None.
 
 ### Social Impact of Dataset
 
-[More Information Needed]
+Affects development projects, which can have large-scale consequences for many millions of people.
 
 ### Discussion of Biases
 
-[More Information Needed]
-
-### Other Known Limitations
-
-[More Information Needed]
+The documents reflect the history of development, which has well-documented and well-studied issues with the imposition of developed world ideas on developing world countries. The documents provide a way to study those in the field of development, but should not be used for their description of the recipient countries, since that language will reflect a multitude of biases, especially in the earlier reaches of the historical projects.
 
 ## Additional Information