English
hassaanulhaq01 commited on
Commit
2541b7d
·
verified ·
1 Parent(s): 532394f

Update Readme.md: Added details on authorship and how model works.

Browse files
Files changed (1) hide show
  1. README.md +9 -2
README.md CHANGED
@@ -1,7 +1,14 @@
1
  ---
2
  Developed by: GivingTuesday Data Commions
3
  license: apache-2.0
4
- Model Type: BERT {{"Will Add More Info as it Becomes available"}}
5
  Training Data: 3.6k examples from the 990 database
6
  Accuracy: F1 score of 0.81 on a test dataset of 500 examples.
7
- ---
 
 
 
 
 
 
 
 
1
  ---
2
  Developed by: GivingTuesday Data Commions
3
  license: apache-2.0
4
+ Model Type: BERT
5
  Training Data: 3.6k examples from the 990 database
6
  Accuracy: F1 score of 0.81 on a test dataset of 500 examples.
7
+ ---
8
+
9
+
10
+ This model classifies open-ended Schedule O text from IRS Forms 990 and 990-EZ into the specific part of the return that the filer is referencing. Given the filer’s narrative description of which section they are providing supplemental information for, the model returns a single standardized label from the following set: `I EZ`, `II EZ`, `III EZ`, `V EZ`, `III`, `V`, `VI`, `VII`, `IX`, `XI`, `XII`, or `Unknown`. This enables consistent tagging, aggregation, and analysis of Schedule O content across both Form 990 and Form 990-EZ filings.
11
+
12
+ **The model was developed by: Zilun Lin - GivingTuesday Data Commons**
13
+
14
+ *Note*: In implementation, be sure to adjust any source and target table references to match your specific environment.