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Pith Number

pith:ZVFKDVHV

pith:2024:ZVFKDVHVRCXK4KQU4SNCQDIBZ5
not attested not anchored not stored refs pending

The two-way knowledge interaction interface between humans and neural networks

Guangming Zhu, Hongsheng Li, Liang Zhang, Nuoye Xiong, Peiyi Shen, Zhanliang He

arxiv:2401.05461 v1 · 2024-01-10 · cs.HC · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZVFKDVHVRCXK4KQU4SNCQDIBZ5}

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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

Receipt and verification
First computed 2026-07-05T07:32:30.516381Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

cd4aa1d4f588aeae2a14e49a280d01cf7363ec98a7e4c04a667f69f5be2bc101

Aliases

arxiv: 2401.05461 · arxiv_version: 2401.05461v1 · doi: 10.48550/arxiv.2401.05461 · pith_short_12: ZVFKDVHVRCXK · pith_short_16: ZVFKDVHVRCXK4KQU · pith_short_8: ZVFKDVHV
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZVFKDVHVRCXK4KQU4SNCQDIBZ5 \
  | 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: cd4aa1d4f588aeae2a14e49a280d01cf7363ec98a7e4c04a667f69f5be2bc101
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "977ffb903af33a3c162594f207469c766e20e08603553330844adc2ee610fbf5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2024-01-10T10:47:41Z",
    "title_canon_sha256": "937e7747cacd3f26046e74d709b69261f40f750af4512fcc86be4ae8b35af4ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.05461",
    "kind": "arxiv",
    "version": 1
  }
}