Pith Number

pith:BEDAAMS6

pith:2023:BEDAAMS6U35QYFN4RWWFGL7GH4

not attested not anchored not stored refs pending

Meta-Learning Online Adaptation of Language Models

Chelsea Finn, Christopher D. Manning, Eric Mitchell, Nathan Hu

arxiv:2305.15076 v2 · 2023-05-24 · 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{BEDAAMS6U35QYFN4RWWFGL7GH4}

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	2026-07-05T07:03:26.014900Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

090600325ea6fb0c15bc8dac532fe63f14375f0d580600c3b14b1f90d9297962

Aliases

arxiv: 2305.15076 · arxiv_version: 2305.15076v2 · doi: 10.48550/arxiv.2305.15076 · pith_short_12: BEDAAMS6U35Q · pith_short_16: BEDAAMS6U35QYFN4 · pith_short_8: BEDAAMS6

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/BEDAAMS6U35QYFN4RWWFGL7GH4 \
  | 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: 090600325ea6fb0c15bc8dac532fe63f14375f0d580600c3b14b1f90d9297962

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0f198da5f940cbb4e565ae1eeff966eace79bd1f119ee9ce1f8e484fa48e0a99",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-24T11:56:20Z",
    "title_canon_sha256": "a83b91224e709ea93d19badf68b41ab3536c3cc348fe6159f20d057a6e03a850"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.15076",
    "kind": "arxiv",
    "version": 2
  }
}