Pith Number

pith:B6XFIWYT

pith:2020:B6XFIWYTVCEVX5PXVECA7CC3WJ

not attested not anchored not stored refs pending

Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data

Chao Zhang, Haoming Jiang, Jie Lyu, Lingkai Kong, Tuo Zhao, Yuchen Zhuang

arxiv:2010.11506 v1 · 2020-10-22 · cs.CL · 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{B6XFIWYTVCEVX5PXVECA7CC3WJ}

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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

2 papers in Pith

Ten Headache Specialists versus Artificial Intelligence for Clinical Literature Summarization: A Critical Evaluation and Comparison

Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment

Receipt and verification

First computed	2026-07-05T01:45:11.127899Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0fae545b13a8895bf5f7a9040f885bb273de4e2a070f91c54098734411697433

Aliases

arxiv: 2010.11506 · arxiv_version: 2010.11506v1 · doi: 10.48550/arxiv.2010.11506 · pith_short_12: B6XFIWYTVCEV · pith_short_16: B6XFIWYTVCEVX5PX · pith_short_8: B6XFIWYT

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/B6XFIWYTVCEVX5PXVECA7CC3WJ \
  | 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: 0fae545b13a8895bf5f7a9040f885bb273de4e2a070f91c54098734411697433

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c04b07615c5f87eef9ab6506d782dbb81c9c8e5cb9ccb931d3a09147ea502fe9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-10-22T07:48:38Z",
    "title_canon_sha256": "93bef73054bae5e5dba9542595fd8170b65d5a4cce40e8091cd68896d6b0652c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.11506",
    "kind": "arxiv",
    "version": 1
  }
}