Pith Number

pith:WZURF6OR

pith:2022:WZURF6ORDBUPCJWBGXCB2YXV3D

not attested not anchored not stored refs pending

Continual Pre-Training Mitigates Forgetting in Language and Vision

Andrea Cossu, Antonio Carta, Davide Bacciu, Lucia Passaro, Tinne Tuytelaars, Vincenzo Lomonaco

arxiv:2205.09357 v1 · 2022-05-19 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WZURF6ORDBUPCJWBGXCB2YXV3D}

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

Domain-Aware RAG: MoL-Enhanced RL for Efficient Training and Scalable Retrieval

Receipt and verification

First computed	2026-07-05T04:24:43.805232Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b66912f9d11868f126c135c41d62f5d8d632f42f49f792cf55eab501ba0bb67d

Aliases

arxiv: 2205.09357 · arxiv_version: 2205.09357v1 · doi: 10.48550/arxiv.2205.09357 · pith_short_12: WZURF6ORDBUP · pith_short_16: WZURF6ORDBUPCJWB · pith_short_8: WZURF6OR

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/WZURF6ORDBUPCJWBGXCB2YXV3D \
  | 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: b66912f9d11868f126c135c41d62f5d8d632f42f49f792cf55eab501ba0bb67d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a5d9d5cfa101a0776fd55b645a94abb26d3b7f8dfca1af6253728d543863cc23",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-19T07:27:12Z",
    "title_canon_sha256": "4ad23e769388a8fb405837465ca385e0a0bab8f861dc76ebd9a15072ce566e84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.09357",
    "kind": "arxiv",
    "version": 1
  }
}