Pith Number

pith:WQD4TSLV

pith:2024:WQD4TSLVPDOZM5W4OJUOYWSRVZ

not attested not anchored not stored refs pending

In-context Continual Learning Assisted by an External Continual Learner

Bing Liu, Sahisnu Mazumder, Saleh Momeni, Zixuan Ke

arxiv:2412.15563 v1 · 2024-12-20 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WQD4TSLVPDOZM5W4OJUOYWSRVZ}

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

Continual Learning for Generative AI: From LLMs to MLLMs and Beyond

Receipt and verification

First computed	2026-07-05T09:52:25.610275Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b407c9c97578dd9676dc7268ec5a51ae565c2658c83bc1fee295781904e975cf

Aliases

arxiv: 2412.15563 · arxiv_version: 2412.15563v1 · doi: 10.48550/arxiv.2412.15563 · pith_short_12: WQD4TSLVPDOZ · pith_short_16: WQD4TSLVPDOZM5W4 · pith_short_8: WQD4TSLV

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/WQD4TSLVPDOZM5W4OJUOYWSRVZ \
  | 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: b407c9c97578dd9676dc7268ec5a51ae565c2658c83bc1fee295781904e975cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "38b88af1bbb7d58ab376a1847ebac838c64afcad44c4c0adaa264d64ab7df27a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-20T04:44:41Z",
    "title_canon_sha256": "a5f4aef6b65f126072a79c94c57ded22d934b69f5eb772d1f9627bfbca5e41a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15563",
    "kind": "arxiv",
    "version": 1
  }
}