Add task category and link to paper

README.md

@@ -1,16 +1,18 @@
 ---
-pretty_name: MVEB-train
 license: cc-by-nc-sa-4.0
+pretty_name: MVEB-train
+task_categories:
+- feature-extraction
 tags:
-  - embedding
-  - retrieval
-  - multimodal-embedding
-  - identity-retrieval
-  - benchmark
+- embedding
+- retrieval
+- multimodal-embedding
+- identity-retrieval
+- benchmark
 multi-modal:
   Feature Extraction:
     languages:
-      - en
+    - en
 configs:
 - config_name: sample
   default: true
@@ -63,7 +65,7 @@ English | [简体中文](README.md)
 
 ![MVEB Overview](assets/dataset.png)
 
-This repository contains the **train** split of [MVEB](https://chrisclear3.github.io/MVEB/) (Multimodal Visual identity Embedding Benchmark) — a benchmark for identity-level retrieval. Given a query (text + image), a model retrieves candidates (text + image) that belong to the same identity.
+This repository contains the **train** split of [MVEB](https://chrisclear3.github.io/MVEB/) (Multimodal Visual identity Embedding Benchmark) from the paper [Illuminating Visual Identity in Universal Multimodal Embeddings](https://huggingface.co/papers/2608.01794) — a benchmark for identity-level retrieval. Given a query (text + image), a model retrieves candidates (text + image) that belong to the same identity.
 
 The train split covers **20 subsets** across four meta-tasks: