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legesher

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language-decoded-data

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Legesher 6

Adds 8 arxiv: tags to the YAML frontmatter so the paper's load-bearing references (base model, source corpus, predecessor work, and benchmark origins) appear under the HF Papers discovery surface. Tag IDs verified against arxiv.org titles.

Tags:

• arxiv:2408.10914 Aryabumi 2024 - To Code or Not to Code
• arxiv:2603.11510 Salamanca 2026 - Tiny Aya (base model)
• arxiv:2211.15533 Kocetkov 2022 - The Stack (source corpus)
• arxiv:2510.09591 Bazaz & Beg 2025 - Multilingual Python
• arxiv:1809.05053 Conneau 2018 - XNLI
• arxiv:2308.16884 Bandarkar 2024 - Belebele
• arxiv:2106.06937 Lin 2021 - X-CSQA
• arxiv:2210.03057 Shi 2022 - MGSM (Phase 2 legacy)

SIB-200 (arxiv:2309.07445) intentionally held for a follow-up.
Tags only — no other YAML or body changes.

Summary

Adds 8 arxiv: tags to YAML frontmatter. Tags anchor the repo on the HF Papers discovery surface for each load-bearing paper in the submitted paper's bibliography.

Tag selection rationale

Tier A — load-bearing methodological foundations:

• arxiv:2408.10914 Aryabumi 2024 — direct precedent (English code improves reasoning); our work extends to multilingual code
• arxiv:2603.11510 Salamanca 2026 — Tiny Aya, the base model
• arxiv:2211.15533 Kocetkov 2022 — The Stack, the source corpus
• arxiv:2510.09591 Bazaz & Beg 2025 — Multilingual Python, predecessor to Legesher

Tier B — Phase 3 benchmark anchors:

• arxiv:1809.05053 Conneau 2018 — XNLI
• arxiv:2308.16884 Bandarkar 2024 — Belebele
• arxiv:2106.06937 Lin 2021 — X-CSQA

Tier B legacy — Phase 2:

• arxiv:2210.03057 Shi 2022 — MGSM (used in Phase 2 only; retained because Phase 2 artifacts still live in this repo)

What's NOT added

• SIB-200 (arxiv:2309.07445) — verified clean, deliberately held for a follow-up batch
• Background / methodology survey citations (mT5, MindMerger, Ghosh survey, etc.) — would dilute the discovery surface; remain in the paper's bibliography
• Software-only references (Wenyan, Qi, Latino, Legesher itself, Edgar & Buhai 2026) — no arxiv preprints exist

Verification

All 8 IDs were fetched from arxiv.org and title-matched against the paper bibliography. No tag refers to a paper not cited in the work.