Pith Number

pith:PLOGSUNY

pith:2024:PLOGSUNYUZ6MDQEGNZOP4FGKNH

not attested not anchored not stored refs pending

LLM Embeddings Improve Test-time Adaptation to Tabular $Y|X$-Shifts

Henry Lam, Hongseok Namkoong, Jiashuo Liu, Yibo Zeng

arxiv:2410.07395 v1 · 2024-10-09 · cs.LG · cs.AI · math.OC · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PLOGSUNYUZ6MDQEGNZOP4FGKNH}

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

AntiDote: Bi-level Adversarial Training for Tamper-Resistant LLMs

Receipt and verification

First computed	2026-07-05T09:18:35.729262Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7adc6951b8a67cc1c0866e5cfe14ca69fa23915752b8438a8e6f92093b64b494

Aliases

arxiv: 2410.07395 · arxiv_version: 2410.07395v1 · doi: 10.48550/arxiv.2410.07395 · pith_short_12: PLOGSUNYUZ6M · pith_short_16: PLOGSUNYUZ6MDQEG · pith_short_8: PLOGSUNY

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/PLOGSUNYUZ6MDQEGNZOP4FGKNH \
  | 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: 7adc6951b8a67cc1c0866e5cfe14ca69fa23915752b8438a8e6f92093b64b494

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ea2c4dd2e0107f74f224d7347b660b6ea070194f49eb48d7bd0a555303221288",
    "cross_cats_sorted": [
      "cs.AI",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-09T19:46:30Z",
    "title_canon_sha256": "b3ff3fe7c535bc621a9f70bc8bb912fc59176b11ac25de19ea221cf55f1df4e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.07395",
    "kind": "arxiv",
    "version": 1
  }
}