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Pith Number

pith:TZPLPEXE

pith:2023:TZPLPEXEHLYUEUTVEXXLXFEXW5
not attested not anchored not stored refs pending

Robustifying Language Models with Test-Time Adaptation

Chengzhi Mao, Junfeng Yang, Noah Thomas McDermott

arxiv:2310.19177 v1 · 2023-10-29 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{TZPLPEXEHLYUEUTVEXXLXFEXW5}

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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.

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1 paper in Pith

Receipt and verification
First computed 2026-07-05T07:06:47.180765Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9e5eb792e43af142527525eebb9497b7674ece66d20a19ae49945ff1143add32

Aliases

arxiv: 2310.19177 · arxiv_version: 2310.19177v1 · doi: 10.48550/arxiv.2310.19177 · pith_short_12: TZPLPEXEHLYU · pith_short_16: TZPLPEXEHLYUEUTV · pith_short_8: TZPLPEXE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/TZPLPEXEHLYUEUTVEXXLXFEXW5 \
  | 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: 9e5eb792e43af142527525eebb9497b7674ece66d20a19ae49945ff1143add32
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b8771212775997beb86f466263b0e97460735ac973e6b99bbee5d065109806a6",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-29T22:37:54Z",
    "title_canon_sha256": "74c0883cf44360a86671b4ffb69a7c42fd8d363912cb0e2e034585546981e72b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.19177",
    "kind": "arxiv",
    "version": 1
  }
}