Pith Number

pith:XOGJGKBZ

pith:2023:XOGJGKBZ2UDHJ7XCPPJKJIK234

not attested not anchored not stored refs pending

Improving the Reusability of Pre-trained Language Models in Real-world Applications

Hamed Khanpour, Hamid Palangi, Radames Cruz Moreno, Somayeh Ghanbarzadeh, Yan Huang

arxiv:2307.10457 v3 · 2023-07-19 · 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{XOGJGKBZ2UDHJ7XCPPJKJIK234}

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	2026-07-05T06:39:04.923218Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb8c932839d50674fee27bd2a4a15adf1ba50019d3f319488c712d852817edd0

Aliases

arxiv: 2307.10457 · arxiv_version: 2307.10457v3 · doi: 10.48550/arxiv.2307.10457 · pith_short_12: XOGJGKBZ2UDH · pith_short_16: XOGJGKBZ2UDHJ7XC · pith_short_8: XOGJGKBZ

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/XOGJGKBZ2UDHJ7XCPPJKJIK234 \
  | 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: bb8c932839d50674fee27bd2a4a15adf1ba50019d3f319488c712d852817edd0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63e3cf1a1a5f0689882a1132dc31b68f1a58c67fe3ddb2e1ee6f1e3241c86b57",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-19T21:00:16Z",
    "title_canon_sha256": "286fd23006bbc61ab267f59bd67facff7d545f4870d62e32a22303bbd3897efd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.10457",
    "kind": "arxiv",
    "version": 3
  }
}