Pith Number

pith:JSO7HJP6

pith:2023:JSO7HJP65EJQCTEM5B6JBPAQ3C

not attested not anchored not stored refs pending

Context-Aware Selective Label Smoothing for Calibrating Sequence Recognition Model

Jin-Gang Yu, Mengchao He, Shuangping Huang, Yongpan Wang, Yu Luo, Zhenzhou Zhuang

arxiv:2303.06946 v1 · 2023-03-13 · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JSO7HJP65EJQCTEM5B6JBPAQ3C}

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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.

Receipt and verification

First computed	2026-07-05T05:50:33.177781Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4c9df3a5fee913014c8ce87c90bc10d8955056f7003fc1400534af9927cdbd24

Aliases

arxiv: 2303.06946 · arxiv_version: 2303.06946v1 · doi: 10.48550/arxiv.2303.06946 · pith_short_12: JSO7HJP65EJQ · pith_short_16: JSO7HJP65EJQCTEM · pith_short_8: JSO7HJP6

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/JSO7HJP65EJQCTEM5B6JBPAQ3C \
  | 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: 4c9df3a5fee913014c8ce87c90bc10d8955056f7003fc1400534af9927cdbd24

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2536df60e967d8c7efc01464d3afeb3446d5d330375cc27992785b91e3359563",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-03-13T09:27:52Z",
    "title_canon_sha256": "e72cb532f5aab8ea9693e62140d7b69969699adb36db4d20f801f50bba8c2853"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.06946",
    "kind": "arxiv",
    "version": 1
  }
}