Pith Number

pith:ZYG6Y7YY

pith:2023:ZYG6Y7YYM7QJEAR6QZMV7SCGRJ

not attested not anchored not stored refs pending

Uncertainty-aware Parameter-Efficient Self-training for Semi-supervised Language Understanding

Chengyu Wang, Jianing Wang, Jun Huang, Ming Gao, Nuo Chen, Qiushi Sun, Xiang Li

arxiv:2310.13022 v1 · 2023-10-19 · cs.LG · cs.AI · 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{ZYG6Y7YYM7QJEAR6QZMV7SCGRJ}

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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

Enhancing Uncertainty Modeling with Semantic Graph for Hallucination Detection

Receipt and verification

First computed	2026-07-05T07:02:55.924386Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ce0dec7f1867e092023e86595fc8468a4a868c82ca61107b321b5539f41e3e72

Aliases

arxiv: 2310.13022 · arxiv_version: 2310.13022v1 · doi: 10.48550/arxiv.2310.13022 · pith_short_12: ZYG6Y7YYM7QJ · pith_short_16: ZYG6Y7YYM7QJEAR6 · pith_short_8: ZYG6Y7YY

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/ZYG6Y7YYM7QJEAR6QZMV7SCGRJ \
  | 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: ce0dec7f1867e092023e86595fc8468a4a868c82ca61107b321b5539f41e3e72

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c602efd4f09fea42790229cad8c43d4f49c0be8962bcfccc8dc2ab371a239966",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-19T02:18:29Z",
    "title_canon_sha256": "c87b153627d40e089905100a50a66037a695ea59feaf779c90fad4bafe5661b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.13022",
    "kind": "arxiv",
    "version": 1
  }
}