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Pith Number

pith:THMLZ6EZ

pith:2020:THMLZ6EZWMACSFVIHUG5OVFKTY
not attested not anchored not stored refs pending

GPT-too: A language-model-first approach for AMR-to-text generation

Manuel Mager, Md Arafat Sultan, Radu Florian, Ramon Fernandez Astudillo, Salim Roukos, Tahira Naseem, Young-Suk Lee

arxiv:2005.09123 v2 · 2020-05-18 · cs.CL · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{THMLZ6EZWMACSFVIHUG5OVFKTY}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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 2026-07-05T01:06:11.289738Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

99d8bcf899b3002916a83d0dd754aa9e12e64bc42ea70a54bfa0c77341679a62

Aliases

arxiv: 2005.09123 · arxiv_version: 2005.09123v2 · doi: 10.48550/arxiv.2005.09123 · pith_short_12: THMLZ6EZWMAC · pith_short_16: THMLZ6EZWMACSFVI · pith_short_8: THMLZ6EZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/THMLZ6EZWMACSFVIHUG5OVFKTY \
  | 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: 99d8bcf899b3002916a83d0dd754aa9e12e64bc42ea70a54bfa0c77341679a62
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "19f5682d3e2fbcefbe57b036c2895bd1d5f1e98dca2df04195162804d97f410a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-05-18T22:50:26Z",
    "title_canon_sha256": "de8cbdbf20feedd0e2d97ce58bbcebb2dde01e4e4de0960d1bbe744c1db7cf36"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.09123",
    "kind": "arxiv",
    "version": 2
  }
}