Pith Number

pith:7JSOZN4W

pith:2020:7JSOZN4WTJAU7AC3RYCTOGVHFF

not attested not anchored not stored refs pending

Pretrained Transformers Improve Out-of-Distribution Robustness

Adam Dziedzic, Dan Hendrycks, Dawn Song, Eric Wallace, Rishabh Krishnan, Xiaoyuan Liu

arxiv:2004.06100 v2 · 2020-04-13 · cs.CL · 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{7JSOZN4WTJAU7AC3RYCTOGVHFF}

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

5 papers in Pith

XSearch: Explainable Code Search via Concept-to-Code Alignment

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

Domain Restriction via Multi SAE Layer Transitions

Language Models are Few-Shot Learners

Receipt and verification

First computed	2026-07-05T00:55:31.626757Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fa64ecb7969a414f805b8e05371aa72956ce754ca4864348f151a5029858b87f

Aliases

arxiv: 2004.06100 · arxiv_version: 2004.06100v2 · doi: 10.48550/arxiv.2004.06100 · pith_short_12: 7JSOZN4WTJAU · pith_short_16: 7JSOZN4WTJAU7AC3 · pith_short_8: 7JSOZN4W

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/7JSOZN4WTJAU7AC3RYCTOGVHFF \
  | 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: fa64ecb7969a414f805b8e05371aa72956ce754ca4864348f151a5029858b87f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1ea61b7b74810e51aee211393e96d979d4d190627c9e82489528e5552392b916",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-04-13T17:58:56Z",
    "title_canon_sha256": "2e2ef4ec79cd1a5f666da3993eb4d7233f944d6b2b533ad590212a7b1fea0ed2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.06100",
    "kind": "arxiv",
    "version": 2
  }
}