Pith Number

pith:KA5534IK

pith:2024:KA5534IKF7GIBQXVXX2ZGYPMNU

not attested not anchored not stored refs pending

Towards Optimal Learning of Language Models

Furu Wei, Li Dong, Minlie Huang, Qingxiu Dong, Yaru Hao, Yuxian Gu

arxiv:2402.17759 v2 · 2024-02-27 · 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{KA5534IKF7GIBQXVXX2ZGYPMNU}

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.

Cited by

1 paper in Pith

Preserving Knowledge in Large Language Model with Model-Agnostic Self-Decompression

Receipt and verification

First computed	2026-07-05T07:51:40.260737Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

503bddf10a2fcc80c2f5bdf59361ec6d117c5b54a2fec028c68ed75558469aa4

Aliases

arxiv: 2402.17759 · arxiv_version: 2402.17759v2 · doi: 10.48550/arxiv.2402.17759 · pith_short_12: KA5534IKF7GI · pith_short_16: KA5534IKF7GIBQXV · pith_short_8: KA5534IK

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/KA5534IKF7GIBQXVXX2ZGYPMNU \
  | 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: 503bddf10a2fcc80c2f5bdf59361ec6d117c5b54a2fec028c68ed75558469aa4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "64e430a80813164801533edb1cdab0fde3ae628308338a9b4e51c93962794095",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-27T18:52:19Z",
    "title_canon_sha256": "b3c1718af27f0745169270d2aab5a243abf76e132ecd9d83615080e2290d54bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.17759",
    "kind": "arxiv",
    "version": 2
  }
}