Pith Number

pith:RELKE7JH

pith:2023:RELKE7JHFFPBAPPG73JIOUZCQP

not attested not anchored not stored refs pending

Improving Machine Translation with Large Language Models: A Preliminary Study with Cooperative Decoding

Fandong Meng, Jiali Zeng, Jie Zhou, Yongjing Yin

arxiv:2311.02851 v2 · 2023-11-06 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RELKE7JHFFPBAPPG73JIOUZCQP}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T08:23:13.356775Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8916a27d27295e103de6fed287532283d70653e81bd53189f683d6bf0c7e4b09

Aliases

arxiv: 2311.02851 · arxiv_version: 2311.02851v2 · doi: 10.48550/arxiv.2311.02851 · pith_short_12: RELKE7JHFFPB · pith_short_16: RELKE7JHFFPBAPPG · pith_short_8: RELKE7JH

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/RELKE7JHFFPBAPPG73JIOUZCQP \
  | 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: 8916a27d27295e103de6fed287532283d70653e81bd53189f683d6bf0c7e4b09

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ef7b002dad5fc3ad85c3f6a8bf1508ad53f2281ce275ffb7d93f021612743c6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-06T03:41:57Z",
    "title_canon_sha256": "60303fc2632e8fe8508e9128b9e4f5077e87cd694407ea0ac36672e10a69b9c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.02851",
    "kind": "arxiv",
    "version": 2
  }
}