---
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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