Pith Number

pith:GZYPQ5MS

pith:2023:GZYPQ5MSAZKXA6F74A7SXMSRET

not attested not anchored not stored refs pending

Fine-tuning Large Language Models for Adaptive Machine Translation

Andy Way, Rejwanul Haque, Yasmin Moslem

arxiv:2312.12740 v1 · 2023-12-20 · cs.CL · cs.IR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GZYPQ5MSAZKXA6F74A7SXMSRET}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Bridging the Linguistic Divide: A Survey on Leveraging Large Language Models for Machine Translation

Receipt and verification

First computed	2026-07-05T07:26:25.786340Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3670f8759206557078bfe03f2bb25124e90265a2b19ea4ab6d844ef493b3ee0a

Aliases

arxiv: 2312.12740 · arxiv_version: 2312.12740v1 · doi: 10.48550/arxiv.2312.12740 · pith_short_12: GZYPQ5MSAZKX · pith_short_16: GZYPQ5MSAZKXA6F7 · pith_short_8: GZYPQ5MS

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/GZYPQ5MSAZKXA6F74A7SXMSRET \
  | 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: 3670f8759206557078bfe03f2bb25124e90265a2b19ea4ab6d844ef493b3ee0a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "114e94b679fb0326b00fee95abf59a79810fce48a79d0e0c59d0bd242d51b537",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-20T03:21:48Z",
    "title_canon_sha256": "f1811d59f720e99d3b3be00dcee8a7abf02ad8e7824ebf230f2a2a5012773041"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.12740",
    "kind": "arxiv",
    "version": 1
  }
}