Pith. sign in
Pith Number

pith:QZ65ZI2T

pith:2022:QZ65ZI2TFAXZ3R3A5ZCVTE73EI
not attested not anchored not stored refs pending

Knowledgeable Salient Span Mask for Enhancing Language Models as Knowledge Base

Cunxiang Wang, Fei Huang, Fuli Luo, Runxin Xu, Yanyang Li, Yue Zhang

arxiv:2204.07994 v2 · 2022-04-17 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{QZ65ZI2TFAXZ3R3A5ZCVTE73EI}

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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 2026-07-05T06:59:27.196479Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

867ddca353282f9dc760ee455993fb2237f3f24d6689eac9b739cfdba3f1475e

Aliases

arxiv: 2204.07994 · arxiv_version: 2204.07994v2 · doi: 10.48550/arxiv.2204.07994 · pith_short_12: QZ65ZI2TFAXZ · pith_short_16: QZ65ZI2TFAXZ3R3A · pith_short_8: QZ65ZI2T
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/QZ65ZI2TFAXZ3R3A5ZCVTE73EI \
  | 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: 867ddca353282f9dc760ee455993fb2237f3f24d6689eac9b739cfdba3f1475e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1a2c794cb1c57751acb2ee939a742b32592d7860e382ecf20985f2e4a8837b34",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-04-17T12:33:34Z",
    "title_canon_sha256": "071b5a6c6dd83f0b99fa51e09e071765c2f75b13c04d2fa6c2cba4782abb3186"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.07994",
    "kind": "arxiv",
    "version": 2
  }
}