Create README.md

README.md

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+---
+license: odc-by
+language:
+- en
+tags:
+- education
+- math
+size_categories:
+- n<1K
+---
+
+# Dataset Card for Achieve the Core
+
+<!-- Provide a quick summary of the dataset. -->
+
+This repository includes Common Core math standards, their descriptions, and metadata obtained from [Achieve the Core](https://github.com/achievethecore/atc-coherence-map/).
+
+Example of a math standard: 
+
+```
+{
+  "id": "K.CC.B.4",
+  "description": "Understand the relationship between numbers and quantities; connect counting to cardinality.",
+  "source": "Achieve the Core",
+  "level": "Standard",
+  "cluster_type": "major cluster",
+  "aspects": [],
+  "parent": "K.CC.B",
+  "children": ["K.CC.B.4c", "K.CC.B.4b", "K.CC.B.4a"],
+  "connections": {"progress to": ["1.OA.C.5", "K.CC.B.5"], "progress from": [], "related": ["K.CC.A.2", "K.CC.C.6", "K.CC.A.1"]},
+  "modeling": false
+}
+```
+
+See [MathFish](https://huggingface.co/datasets/allenai/mathfish) for more details on uses of this data.
+
+This data can be used to evaluate language models' abilities to assess whether math problems enable students to learn specific skills/concepts. Code to support this can be found in this [Github repository](https://github.com/allenai/mathfish/tree/main).
+
+## Dataset Details
+
+### Dataset Description
+
+<!-- Provide a longer summary of what this dataset is. -->
+
+- **Curated by:** Lucy Li, Tal August, Rose E Wang, Luca Soldaini, Courtney Allison, Kyle Lo
+- **Funded by:** The Gates Foundation
+- **Language(s) (NLP):** English
+- **License:** ODC-By 1.0
+
+### Dataset Sources
+
+<!-- Provide the basic links for the dataset. -->
+
+- **Repository:** [Achieve the Core's Github](https://github.com/achievethecore/atc-coherence-map/)
+- **Website:** [Achieve the Core's Coherence Map](https://tools.achievethecore.org/coherence-map/)
+
+
+## Dataset Structure
+
+<!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. -->
+
+This repository includes two key files: `domain_groups.json` and `standards.jsonl`.
+
+We created `domain_groups.json` because the "domains" we evaluate with for our tagging task do not have a one-to-one mapping to K-8 domains and high school (HS) categories in Common Core State Standards (CCSS). Some HS categories are equivalent or similar to a domain in K-8, and some differences in K-8 domains are difficult to explain a brief description at the domain-level. Thus, a "domain" in our paper sometimes groups multiple actual CCSS domains/categories. We mostly retain the original CCSS K-8 domains and HS categories, but make exceptions for the following: we group OA (Operations & Algebraic Thinking), EE (Expressions & Equations), and A (HS Algebra) into Operations & Algebra, S (HS Statistics & Probability) and SP (K-8 Statistics & Probability) to \textit{Statistics & Probability}, and finally NS (K-8 The Number System) and N (HS Number and Quantity) to Number Systems and Quantity. Since CCSS and Achieve the Core do not provide brief descriptions of domains, we worked with a curriculum specialist to write domains' descriptions.
+
+Within `standards.jsonl`, each line is a standard, sub-standard, cluster, domain, or grade level: 
+
+```
+{
+  id: '', # e.g. 'K.OA.A.1'
+  description: 'description of standard from achieve the core',
+  source: 'Achieve the Core',
+  level: '', # one of Grade, HS Category, Domain, Cluster, Standard, Sub-standard
+  cluster_type: '', # e.g. major cluster, additional cluster, minor cluster
+  aspects: [], # a list containing items such as "Application", "conceptual understanding", "Procedural Skill and Fluency"
+  parent: '',
+  children: [],
+  connections: {''progress to': [], 'progress from': [], 'related': []} # standard-level Achieve the Core connections
+  modeling: # True or False depending on whether the standard is a "modeling" standard
+}
+```
+
+## Citation 
+
+<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
+
+BibTeX TBD
+
+## Dataset Card Contact
+
+[email protected]