Pith. sign in
Pith Number

pith:567VA7AJ

pith:2023:567VA7AJVLCIOTJ5W5LK7N2MJM
not attested not anchored not stored refs pending

Self-Verification Improves Few-Shot Clinical Information Extraction

Chandan Singh, Hao Cheng, Hoifung Poon, Jianfeng Gao, Michel Galley, Tristan Naumann, Zelalem Gero

arxiv:2306.00024 v1 · 2023-05-30 · cs.CL · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{567VA7AJVLCIOTJ5W5LK7N2MJM}

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 2026-07-05T06:22:06.205039Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

efbf507c09aac4874d3db756afb74c4b13d04b50120882488af60d292ef9ab88

Aliases

arxiv: 2306.00024 · arxiv_version: 2306.00024v1 · doi: 10.48550/arxiv.2306.00024 · pith_short_12: 567VA7AJVLCI · pith_short_16: 567VA7AJVLCIOTJ5 · pith_short_8: 567VA7AJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/567VA7AJVLCIOTJ5W5LK7N2MJM \
  | 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: efbf507c09aac4874d3db756afb74c4b13d04b50120882488af60d292ef9ab88
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c6fda1b94054d0aff31b4ed58d1069e9e3ccf3a113dfa24010a9393e3db17e13",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-30T22:05:11Z",
    "title_canon_sha256": "b7fd81b48c5ebb37c22301f359d2257ca337d3e12fe4ac9e7cf44ceb1a8bd453"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.00024",
    "kind": "arxiv",
    "version": 1
  }
}