Pith Number

pith:KTC2FC5B

pith:2021:KTC2FC5B6CLQBYUJURWQNTFNGY

not attested not anchored not stored refs pending

Constrained Language Models Yield Few-Shot Semantic Parsers

Adam Pauls, Benjamin Van Durme, Charles Chen, Christopher H. Lin, Dan Klein, Emmanouil Antonios Platanios, Jason Eisner, Richard Shin, Sam Thomson, Subhro Roy

arxiv:2104.08768 v2 · 2021-04-18 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KTC2FC5B6CLQBYUJURWQNTFNGY}

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

PAL: Program-aided Language Models

Receipt and verification

First computed	2026-07-05T03:32:38.100075Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54c5a28ba1f09700e289a46d06ccad3611e33efe4cb8090d33967c2a2ac7a8fe

Aliases

arxiv: 2104.08768 · arxiv_version: 2104.08768v2 · doi: 10.48550/arxiv.2104.08768 · pith_short_12: KTC2FC5B6CLQ · pith_short_16: KTC2FC5B6CLQBYUJ · pith_short_8: KTC2FC5B

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/KTC2FC5B6CLQBYUJURWQNTFNGY \
  | 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: 54c5a28ba1f09700e289a46d06ccad3611e33efe4cb8090d33967c2a2ac7a8fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ece6578685b45837c1badc7558f90ed5db31a8c07b7c5f227a734733b22d35a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-04-18T08:13:06Z",
    "title_canon_sha256": "a8e238e2b7502dc679171d25f9a6a8ab13cdb2aa962f047d9f8056aca902707f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.08768",
    "kind": "arxiv",
    "version": 2
  }
}