Pith Number

pith:ZN7PMRYF

pith:2023:ZN7PMRYFABJCKJWUGLHYASIXH2

not attested not anchored not stored refs pending

Effects of Human Adversarial and Affable Samples on BERT Generalization

Aparna Elangovan, Jiayuan He, Karin Verspoor, Yuan Li

arxiv:2310.08008 v4 · 2023-10-12 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZN7PMRYFABJCKJWUGLHYASIXH2}

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

TriagerX: Dual Transformers for Bug Triaging Tasks with Content and Interaction Based Rankings

Receipt and verification

First computed	2026-07-05T07:22:24.939870Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb7ef6470500522526d432cf8049173e8e2f2157ee78d9e4e49fa3c7cd539e05

Aliases

arxiv: 2310.08008 · arxiv_version: 2310.08008v4 · doi: 10.48550/arxiv.2310.08008 · pith_short_12: ZN7PMRYFABJC · pith_short_16: ZN7PMRYFABJCKJWU · pith_short_8: ZN7PMRYF

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/ZN7PMRYFABJCKJWUGLHYASIXH2 \
  | 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: cb7ef6470500522526d432cf8049173e8e2f2157ee78d9e4e49fa3c7cd539e05

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54c50eb507b1bc522a0599222ecfefbbf24175e74ecd8e5adfb97b4d7e3cc758",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-10-12T03:20:43Z",
    "title_canon_sha256": "fcd9727c49dd1403e359b53a61bbc0325a1a3ed14622037cf176aa5b9b00e27c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.08008",
    "kind": "arxiv",
    "version": 4
  }
}