Update readme

README.md

@@ -22,9 +22,9 @@ configs:
 
 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
+Each individual annotation considers a single personality trait (e.g. "confidence"). The annotation indicates whether
 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.
+(e.g. one response is more confident), or whether the trait does not apply 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 `gemini-2.5-flash`. 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).
@@ -98,9 +98,9 @@ The main annotations are included under `dataset['comparisons'][i]["annotations"
 where i is the index of the annotation. `dataset['comparisons'][i]["metadata"]`
 provides metadata to enable merging.
 
-## Annotated datsets
+## Annotated datasets
 
-We provide annotations for (subsets) of the following datasets:
+We provide annotations for (subsets of) the following datasets:
 
 | Dataset | License | Source |
 |---------|---------|--------|
@@ -109,9 +109,14 @@ We provide annotations for (subsets) of the following datasets:
 | **Chatbot Arena** |  |  |
 | └ Arena Explorer release | CC-BY-4.0 (prompts), model terms of use (responses) | [Arena Explorer on HuggingFace](https://huggingface.co/datasets/lmarena-ai/arena-human-preference-100k) |
 | └ Llama-4-Maverick release | CC-BY-4.0 (prompts), model terms of use (responses) | [Llama-4-Maverick on HuggingFace](https://huggingface.co/spaces/lmarena-ai/Llama-4-Maverick-03-26-Experimental_battles/blob/main/data/clean-llama4.jsonl) |
-| **FF-Model-Personality** | ODC-By and CC-BY-4.0 (prompts), model terms of use (responses) | [FF-Model-Personality on Huggingface](https://huggingface.co/datasets/rdnfn/ff-model-personality/blob/main/data/v1/annotations/combined_ap.json) |
+| **FF-Model-Personality** | ODC-By and CC-BY-4.0 (prompts), model terms of use (responses) | [FF-Model-Personality on HuggingFace](https://huggingface.co/datasets/rdnfn/ff-model-personality) |
 
-We further include the human and AI annotations (`human_personality_annotations.json`) used for validating our AI annotators.
+We further include the human and AI annotations (`human_personality_annotations.json`) used for validating our AI
+annotators (paper, Appendix G.2). The file covers ten traits on 101 general Chatbot Arena comparisons. It holds the
+labels of both human labellers, their soft unanimous aggregate, and AI annotations from five annotator configurations
+with three seeds each. In this file, `gemini-2.5-flash` denotes the multi-vote configuration and
+`gemini-2.5-flash-single` the single-vote annotator used for the main results. As in the other splits, prompts and
+responses are not included.
 
 ## License