Pith Number

pith:O7ZKTARQ

pith:2025:O7ZKTARQDXVNLXTOERIYB5VW5M

not attested not anchored not stored refs pending

Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models

Jing Xiao, Ning Cheng, Shaojun Wang, Yanwen Huang, Yong Zhang, Zhitao Li

arxiv:2501.01059 v2 · 2025-01-02 · cs.CL · 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{O7ZKTARQDXVNLXTOERIYB5VW5M}

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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.

Receipt and verification

First computed	2026-07-05T10:19:35.185146Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

77f2a982301dead5de6e245180f6b6eb37fae11fbc62802b6bf8fe5865a29c64

Aliases

arxiv: 2501.01059 · arxiv_version: 2501.01059v2 · doi: 10.48550/arxiv.2501.01059 · pith_short_12: O7ZKTARQDXVN · pith_short_16: O7ZKTARQDXVNLXTO · pith_short_8: O7ZKTARQ

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/O7ZKTARQDXVNLXTOERIYB5VW5M \
  | 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: 77f2a982301dead5de6e245180f6b6eb37fae11fbc62802b6bf8fe5865a29c64

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb2e666fb7ad6061b02a316f6f0e4cd04914e2063fe7709f3cce251a304a4628",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-02T05:07:06Z",
    "title_canon_sha256": "6d8784a2c769eaa07441add12d2e0cefd863974e409956377a89e7315f368576"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.01059",
    "kind": "arxiv",
    "version": 2
  }
}