Pith Number

pith:K3WPETTP

pith:2024:K3WPETTPQH3ZVUKYYC2QCNOR7J

not attested not anchored not stored refs pending

Diffusion-Inspired Cold Start with Sufficient Prior in Computerized Adaptive Testing

Aoqing Xia, Changqian Wang, Haiping Ma, Hai Wang, Xingyi Zhang

arxiv:2411.12182 v1 · 2024-11-19 · cs.LG · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K3WPETTPQH3ZVUKYYC2QCNOR7J}

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

Just Read the Question: Enabling Generalization to New Assessment Items with Text Awareness

Receipt and verification

First computed	2026-07-05T09:37:17.167995Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

56ecf24e6f81f79ad158c0b50135d1fa4347109dc9c29f8daf8b52c632ae1be9

Aliases

arxiv: 2411.12182 · arxiv_version: 2411.12182v1 · doi: 10.48550/arxiv.2411.12182 · pith_short_12: K3WPETTPQH3Z · pith_short_16: K3WPETTPQH3ZVUKY · pith_short_8: K3WPETTP

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/K3WPETTPQH3ZVUKYYC2QCNOR7J \
  | 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: 56ecf24e6f81f79ad158c0b50135d1fa4347109dc9c29f8daf8b52c632ae1be9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "92b546566f97485d71a0efc08646a402d4439e9b218b8ee7ac77da5edd0fad5c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-19T02:48:58Z",
    "title_canon_sha256": "464281d319b45c8db99db765956de8a77ca15523f8e0a79240da331a381c617e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.12182",
    "kind": "arxiv",
    "version": 1
  }
}