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cff-version: 1.2.0
title: "Language Decoded: Investigating Language-Dependent vs. Structure-Dependent Reasoning Benefits of Code"
message: "If you use this work, please cite it using the metadata from this file."
type: dataset
authors:
  - affiliation: Legesher
    email: madi@legesher.com
    family-names: Edgar
    given-names: Madison
  - affiliation: Grayhat
    email: bazaz@grayhat.studio
    family-names: Bazaz
    given-names: Saad Ahmed
  - affiliation: Cohere
    email: tomsherborne@cohere.com
    family-names: Sherborne
    given-names: Tom
  - affiliation: Independent
    email: rashikshahjahan@protonmail.com
    family-names: Shahjahan
    given-names: Rashik
  - affiliation: The Friedman Brain Institute
    email: khojasteh.mirza@mssm.edu
    family-names: Mirza
    given-names: Khojasteh
  - affiliation: Grayhat
    email: sarah.jawaid@grayhat.studio
    family-names: Jawaid
    given-names: Sarah
  - affiliation: Tkxel
    email: rafaym30@gmail.com
    family-names: Mustafa
    given-names: Rafay
  - affiliation: Grayhat
    email: sohaib.bazaz@grayhat.studio
    family-names: Bazaz
    given-names: Sohaib Ahmed
repository: "https://huggingface.co/legesher"
url: "https://huggingface.co/datasets/legesher/language-decoded-data"
license: Apache-2.0
date-released: "2026-03-12"
keywords:
  - multilingual
  - code
  - transpilation
  - language-models
  - tiny-aya-expedition
  - legesher
  - tiny-aya
references:
  - type: article
    title: "To Code, or Not To Code? Exploring Impact of Code in Pre-training"
    authors:
      - family-names: Aryabumi
        given-names: Viraat
      - name: "et al."
    year: 2024
    identifiers:
      - type: other
        value: "arXiv:2408.10914"