Pith Number

pith:UJ77VRQ7

pith:2024:UJ77VRQ7YAQWRAWW6D3YGDEJ45

not attested not anchored not stored refs pending

Enhancing Reinforcement Learning with Label-Sensitive Reward for Natural Language Understanding

Chengguo Yin, Honglin Han, Kuo Liao, Liqun Liu, Mengge Xue, Meng Zhao, Shuang Li, Zhenyu Hu

arxiv:2405.19763 v1 · 2024-05-30 · 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{UJ77VRQ7YAQWRAWW6D3YGDEJ45}

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

Loki's Dance of Illusions: A Comprehensive Survey of Hallucination in Large Language Models

Receipt and verification

First computed	2026-07-05T08:25:12.074370Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a27ffac61fc0216882d6f0f7830c89e753828056ce0ab675aa8878b8b031e26c

Aliases

arxiv: 2405.19763 · arxiv_version: 2405.19763v1 · doi: 10.48550/arxiv.2405.19763 · pith_short_12: UJ77VRQ7YAQW · pith_short_16: UJ77VRQ7YAQWRAWW · pith_short_8: UJ77VRQ7

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/UJ77VRQ7YAQWRAWW6D3YGDEJ45 \
  | 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: a27ffac61fc0216882d6f0f7830c89e753828056ce0ab675aa8878b8b031e26c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "293badccf6180afb61ff785a18f18a521de71ee00b54d57d46bf7a708ba0725d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-30T07:19:31Z",
    "title_canon_sha256": "8af3fe52b8d7421efebeb4996ed3851c0fa6114d2376300f27d1c12a550e41fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.19763",
    "kind": "arxiv",
    "version": 1
  }
}