Add links to paper and code repository

README.md

@@ -1,22 +1,25 @@
 ---
-pretty_name: EngIntervene
 task_categories:
-  - visual-question-answering
+- visual-question-answering
+pretty_name: EngIntervene
 tags:
-  - image
-  - text
-  - multimodal
-  - benchmark
-  - industrial-reasoning
+- image
+- text
+- multimodal
+- benchmark
+- industrial-reasoning
 configs:
-  - config_name: default
-    data_files:
-      - split: test
-        path: data/test-*.parquet
+- config_name: default
+  data_files:
+  - split: test
+    path: data/test-*.parquet
 ---
 
 # EngIntervene
 
+**Paper:** [EngIntervene: Benchmarking Multimodal Engineering State Understanding and Design Intervention Reasoning](https://huggingface.co/papers/2609.33261)  
+**Code:** [https://github.com/changcv2021/EngIntervene](https://github.com/changcv2021/EngIntervene)
+
 **Input release approved by the release maintainer. This repository contains all 3,229 items and 2,275 referenced input assets; scoring references are kept separately.**
 
 EngIntervene evaluates industrial visual understanding, relation modeling, diagnosis and reasoning about design changes. This anonymous-format copy contains all **3,229** items from the frozen benchmark; it is not a new collection and does not change the reference answers or scoring weights.
@@ -102,4 +105,4 @@ This export follows the documented [Hugging Face image/Parquet representation](h
 
 ## Publication decision
 
-The effective `redistribution_status` is `approved_for_public_release_by_maintainer` for every item. All referenced input assets have `redistribution_allowed=true`. This records the maintainer's explicit decision; it does not claim newly verified third-party permissions. Historical source flags and source-license metadata remain available. See `PUBLICATION_STATUS.json` and `NOTICE.md`.
+The effective `redistribution_status` is `approved_for_public_release_by_maintainer` for every item. All referenced input assets have `redistribution_allowed=true`. This records the maintainer's explicit decision; it does not claim newly verified third-party permissions. Historical source flags and source-license metadata remain available. See `PUBLICATION_STATUS.json` and `NOTICE.md`.