Pith Number

pith:NV7CTHAO

pith:2025:NV7CTHAOKLE2RMXORSBQY5ZD6K

not attested not anchored not stored refs pending

Attention-guided Self-reflection for Zero-shot Hallucination Detection in Large Language Models

Bowen Song, Liang Wang, Qiang Liu, Shu Wu, Weiqiang Wang, Xinlong Chen, Yue Ding

arxiv:2501.09997 v3 · 2025-01-17 · cs.CL · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NV7CTHAOKLE2RMXORSBQY5ZD6K}

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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

Mixture of Decoding: An Attention-Inspired Adaptive Decoding Strategy to Mitigate Hallucinations in Large Vision-Language Models

Receipt and verification

First computed	2026-07-05T12:03:45.047931Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d7e299c0e52c9a8b2ee8c830c7723f2ae39a3528c5a2ae2b7bcf3c366d6d15f

Aliases

arxiv: 2501.09997 · arxiv_version: 2501.09997v3 · doi: 10.48550/arxiv.2501.09997 · pith_short_12: NV7CTHAOKLE2 · pith_short_16: NV7CTHAOKLE2RMXO · pith_short_8: NV7CTHAO

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/NV7CTHAOKLE2RMXORSBQY5ZD6K \
  | 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: 6d7e299c0e52c9a8b2ee8c830c7723f2ae39a3528c5a2ae2b7bcf3c366d6d15f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c512d0b45ba592903bd42db2c0abec5411b6e3951b95af89ae9a1f63aa298cf0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-17T07:30:01Z",
    "title_canon_sha256": "d7b0ae77b5e194681bf446f8895a7893c7fe4317d1eda17abbc8f11813653552"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.09997",
    "kind": "arxiv",
    "version": 3
  }
}