Pith Number

pith:T7FE43FO

pith:2022:T7FE43FOOKB4W5KLUXB3I7TVNT

not attested not anchored not stored refs pending

Parameter-Efficient Tuning on Layer Normalization for Pre-trained Language Models

Taihao Li, Wang Qi, Yuan Zuo, Yu-Ping Ruan

arxiv:2211.08682 v3 · 2022-11-16 · 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{T7FE43FOOKB4W5KLUXB3I7TVNT}

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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.

Cited by

3 papers in Pith

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Robust Promptable Video Object Segmentation

The Alpha Blending Hypothesis: Compositing Shortcut in Deepfake Detection

Receipt and verification

First computed	2026-07-05T05:23:47.568906Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9fca4e6cae7283cb754ba5c3b47e756cf5e9d8d7e628f664fd0fda37ad8b990d

Aliases

arxiv: 2211.08682 · arxiv_version: 2211.08682v3 · doi: 10.48550/arxiv.2211.08682 · pith_short_12: T7FE43FOOKB4 · pith_short_16: T7FE43FOOKB4W5KL · pith_short_8: T7FE43FO

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/T7FE43FOOKB4W5KLUXB3I7TVNT \
  | 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: 9fca4e6cae7283cb754ba5c3b47e756cf5e9d8d7e628f664fd0fda37ad8b990d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ed183e3c1f78d021f22a54151f52edafc5a353c010bf3bd19ebfa7b81450dfef",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-11-16T05:31:49Z",
    "title_canon_sha256": "ddb7233df7271c5df944f2f29cbadfa22fd577fa9ca5a0c3ba7e87e0a97e7305"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.08682",
    "kind": "arxiv",
    "version": 3
  }
}