pith:GVTGCZ4E
Syntax as a Rosetta Stone: Universal Dependencies for In-Context Coptic Translation
Combining dictionary glosses with Universal Dependencies syntax in prompts produces new state-of-the-art Coptic-to-English translations.
arxiv:2604.18758 v2 · 2026-04-20 · cs.CL
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\usepackage{pith}
\pithnumber{GVTGCZ4ERA27ZGILB4UWXYRSJ5}
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Record completeness
Claims
combining retrieved dictionary items with syntactic information achieves significant gains across model sizes, achieving new state-of-the-art translation results for Coptic.
That the observed improvements are caused by the added syntactic information rather than by prompt length, example selection, or other uncontrolled variables in the in-context setup.
Combining dictionary glosses with Universal Dependencies syntactic information in in-context learning produces new state-of-the-art Coptic-English translation results across model sizes.
Receipt and verification
| First computed | 2026-05-28T01:04:40.518940Z |
|---|---|
| Builder | pith-number-builder-2026-05-17-v1 |
| Signature | Pith Ed25519
(pith-v1-2026-05) · public key |
| Schema | pith-number/v1.0 |
Canonical hash
35666167848835fc990b0f296be2324f63c576281fd3fcc30362f89748baec9c
Aliases
· · · · ·Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GVTGCZ4ERA27ZGILB4UWXYRSJ5 \
| jq -c '.canonical_record' \
| python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 35666167848835fc990b0f296be2324f63c576281fd3fcc30362f89748baec9c
Canonical record JSON
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"license": "http://creativecommons.org/licenses/by/4.0/",
"primary_cat": "cs.CL",
"submitted_at": "2026-04-20T19:07:32Z",
"title_canon_sha256": "73bfdbea16e8ec82a2ff00a3a8dd206641f46744c2d08c472e0dbf89fefd2b14"
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"kind": "arxiv",
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