Update README.md

README.md

@@ -38,7 +38,7 @@ Data release for the paper Task-Agnostic Web Document Annotation with LLM-Genera
 The descriptors are generated via a task-agnostic data annotation pipeline described in the paper (link coming soon).
 
 This Hugging Face dataset repository contains 5 distinct datasets:
-1. a descriptor-annotated version of a 10 billion token (~10 million document) [sample of FineWeb](https://huggingface.co/datasets/HuggingFaceFW/fineweb/viewer/sample-10BT). 
+1. a descriptor-annotated version of a 10 billion token (~15 million document) [sample of FineWeb](https://huggingface.co/datasets/HuggingFaceFW/fineweb/viewer/sample-10BT). 
 2. The 800k label descriptor schema
 3. The 500k document sample of FineWeb used to develop the schema along with the descriptor annotations and metadata from the generation.
 4. The 100k document sample of FineWeb used to evaluate the schema along with the descriptor annotations and metadata from the generation.
@@ -49,7 +49,12 @@ If you use this data please cite the original FineWeb paper and the our paper.
 
 **Task-Agnostic Web Document Annotation with LLM-Generated Descriptors**
 ```text
-Coming soon.
+@inproceedings{
+tarkkaetal-descriptors,
+title={Task-Agnostic Web Document Annotation with LLM-Generated Descriptors},
+author={Tarkka, Otto and Henriksson, Erik and Kanerva, Jenna and Ginter, Filip},
+year={2026 (forthcoming)},
+}
 ```
 
 **FineWeb**: Link to ArXiv: https://arxiv.org/abs/2406.17557