Update README.md

README.md

@@ -14,4 +14,24 @@ configs:
     path: "data/model_comparison.json"
   - split: prism
     path: "data/prism.json"
----
+---
+
+# Feedback Forensics Annotations
+
+This dataset contains the personality annotations from the experiments included in the *Feedback Forensics* paper. 
+The annotations are provided over pairwise model outputs, typically consisting of a prompt and two responses. 
+Each individual annotation considers as single personality trait (e.g. "confidence"). The annotation indicates when 
+two responses differ with respect to that trait 
+(e.g. one response is more confident), a trait does not apply to both responses or is equal in both responses. 
+Annotations were collected using the [Inverse Constitutional AI (ICAI)](https://github.com/rdnfn/icai) annotation pipeline with a 
+fixed set of personality traits to be tested, using `gpt-4o-mini-2024-07-18`. The data is provided in the AnnotatedPairs json data 
+format, [described here](https://github.com/rdnfn/icai?tab=readme-ov-file#using-results-for-further-analysis-the-annotated-pairs-json-format-v20). 
+
+Note that we do *not* include prompts and responses from the original datasets, instead providing metadata 
+(e.g., `conversation_id`) to enable merging with the base data. The annotation data is 
+sufficient for independent local analysis with the Feedback Forensics Gradio app, even without merging.
+
+
+## License
+
+This dataset is licensed under *Open Data Commons License Attribution License* (ODC-By) (https://opendatacommons.org/licenses/by/1-0/).