Pith. sign in
Pith Number

pith:S4XOO6TZ

pith:2022:S4XOO6TZIL42HFYHMRNOULKIBS
not attested not anchored not stored refs pending

Gradient-Based Constrained Sampling from Language Models

Biswajit Paria, Sachin Kumar, Yulia Tsvetkov

arxiv:2205.12558 v2 · 2022-05-25 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{S4XOO6TZIL42HFYHMRNOULKIBS}

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.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-07-05T05:13:56.013877Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

972ee77a7942f9a39707645aea2d480cbf181e1cd95e3617ef3960d5ff508b98

Aliases

arxiv: 2205.12558 · arxiv_version: 2205.12558v2 · doi: 10.48550/arxiv.2205.12558 · pith_short_12: S4XOO6TZIL42 · pith_short_16: S4XOO6TZIL42HFYH · pith_short_8: S4XOO6TZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/S4XOO6TZIL42HFYHMRNOULKIBS \
  | 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: 972ee77a7942f9a39707645aea2d480cbf181e1cd95e3617ef3960d5ff508b98
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2f15efb1797b9414b26ecb98ff0942c91cbf95b43e871dad36f436ab368dee19",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-05-25T08:09:03Z",
    "title_canon_sha256": "5f6e4cd21499d6ca894af328ea5bc04beb2df86c441212fcb54cf5ba94ee1ee2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.12558",
    "kind": "arxiv",
    "version": 2
  }
}