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Pith Number

pith:36OFIZJG

pith:2021:36OFIZJGYV74B3DHXO6C5WZRUD
not attested not anchored not stored refs pending

Stage-wise Fine-tuning for Graph-to-Text Generation

Heng Ji, Nazneen Rajani, Qingyun Wang, Semih Yavuz, Victoria Lin

arxiv:2105.08021 v2 · 2021-05-17 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{36OFIZJGYV74B3DHXO6C5WZRUD}

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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 2026-07-05T11:18:37.723332Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

df9c546526c57fc0ec67bbbc2edb31a0f914d6b2ed6ff1bd67f00a043215f668

Aliases

arxiv: 2105.08021 · arxiv_version: 2105.08021v2 · doi: 10.48550/arxiv.2105.08021 · pith_short_12: 36OFIZJGYV74 · pith_short_16: 36OFIZJGYV74B3DH · pith_short_8: 36OFIZJG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/36OFIZJGYV74B3DHXO6C5WZRUD \
  | 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: df9c546526c57fc0ec67bbbc2edb31a0f914d6b2ed6ff1bd67f00a043215f668
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "29bd064fb39eba841623dce3dbff0371b049fad24e9e063b40b976f20778997e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-05-17T17:15:29Z",
    "title_canon_sha256": "1b3783884419b1ce43e2d87e21a00d3f9e97a84cc5ca55fc61e409bab9842d91"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.08021",
    "kind": "arxiv",
    "version": 2
  }
}