Improve dataset card with paper link and task category

README.md

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----
-license: apache-2.0
-dataset_info:
-  features:
-  - name: problem_id
-    dtype: string
-  - name: modified_question
-    dtype: string
-  - name: original_question
-    dtype: string
-  - name: original_solution
-    dtype: string
-  - name: modified_solution
-    dtype: string
-  - name: original_answer
-    dtype: string
-  - name: modified_answer
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 69968
-    num_examples: 80
-  download_size: 18113
-  dataset_size: 69968
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
----
+---
+license: apache-2.0
+task_categories:
+- question-answering
+dataset_info:
+  features:
+  - name: problem_id
+    dtype: string
+  - name: modified_question
+    dtype: string
+  - name: original_question
+    dtype: string
+  - name: original_solution
+    dtype: string
+  - name: modified_solution
+    dtype: string
+  - name: original_answer
+    dtype: string
+  - name: modified_answer
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 69968
+    num_examples: 80
+  download_size: 18113
+  dataset_size: 69968
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-*
+---
+
+# ReasoningTrap: Diagnosing Instruction Overriding in Reasoning Models
+
+This repository contains datasets designed to diagnose reasoning rigidity in large language models.  These datasets are specially crafted modifications of existing mathematical benchmarks and puzzles to reveal how models override instructions.  The paper describing this work can be found here: [Reasoning Model is Stubborn: Diagnosing Instruction Overriding in Reasoning Models](https://huggingface.co/papers/2505.17225).
+
+Project Page: [https://ReasoningTrap.github.io](https://ReasoningTrap.github.io)
+
+The datasets are available on the Hugging Face Hub:
+
+* **ConditionedMath (AIME):** [https://huggingface.co/datasets/ReasoningTrap/AIME](https://huggingface.co/datasets/ReasoningTrap/AIME)
+* **ConditionedMath (MATH500):** [https://huggingface.co/datasets/ReasoningTrap/MATH500](https://huggingface.co/datasets/ReasoningTrap/MATH500)
+* **PuzzleTrivial:** [https://huggingface.co/datasets/ReasoningTrap/PuzzleTrivial](https://huggingface.co/datasets/ReasoningTrap/PuzzleTrivial)
+
+
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