Pith Number

pith:GVEIEBVX

pith:2024:GVEIEBVXAZEFR4CIPTSNT5ZLWP

not attested not anchored not stored refs pending

Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment

Adian Liusie, Mark Gales, Vyas Raina

arxiv:2402.14016 v2 · 2024-02-21 · 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{GVEIEBVXAZEFR4CIPTSNT5ZLWP}

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

4 papers in Pith

A Survey on LLM-as-a-Judge

On the Shelf Life of Fine-Tuned LLM-Judges: Future-Proofing, Backward-Compatibility, and Question Generalization

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods

When AI reviews science: Can we trust the referee?

Receipt and verification

First computed	2026-07-05T08:40:13.851559Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

35488206b7064858f0487ce4d9f72bb3d9075cad034d5a11c150514535a8f867

Aliases

arxiv: 2402.14016 · arxiv_version: 2402.14016v2 · doi: 10.48550/arxiv.2402.14016 · pith_short_12: GVEIEBVXAZEF · pith_short_16: GVEIEBVXAZEFR4CI · pith_short_8: GVEIEBVX

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/GVEIEBVXAZEFR4CIPTSNT5ZLWP \
  | 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: 35488206b7064858f0487ce4d9f72bb3d9075cad034d5a11c150514535a8f867

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8ca5b779e1d8d79046f5c36437366e0ecd49f76aae17d8760c20064dc4e4698",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-21T18:55:20Z",
    "title_canon_sha256": "b424eba9ab8413e2ed7942d7ce1948cbb70616184bf45ac75d1392c9a4c0197e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.14016",
    "kind": "arxiv",
    "version": 2
  }
}