Pith Number

pith:WNGUH5JC

pith:2022:WNGUH5JCQ233DSWDKLA6T7GAAB

not attested not anchored not stored refs pending

Memorization in NLP Fine-tuning Methods

Archit Uniyal, David Evans, FatemehSadat Mireshghallah, Taylor Berg-Kirkpatrick, Tianhao Wang

arxiv:2205.12506 v2 · 2022-05-25 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WNGUH5JCQ233DSWDKLA6T7GAAB}

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

5 papers in Pith

Vision Language Model Helps Private Information De-Identification in Vision Data

Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges

Clinically Grounded Privacy Evaluation of Medical LMs

Memory-Efficient Differentially Private Training with Gradient Random Projection

Private Seeds, Public LLMs: Realistic and Privacy-Preserving Synthetic Data Generation

Receipt and verification

First computed	2026-07-05T05:13:07.058797Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b34d43f52286b7b1cac352c1e9fcc0007f4eba85be537531278b180e97de353a

Aliases

arxiv: 2205.12506 · arxiv_version: 2205.12506v2 · doi: 10.48550/arxiv.2205.12506 · pith_short_12: WNGUH5JCQ233 · pith_short_16: WNGUH5JCQ233DSWD · pith_short_8: WNGUH5JC

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/WNGUH5JCQ233DSWDKLA6T7GAAB \
  | 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: b34d43f52286b7b1cac352c1e9fcc0007f4eba85be537531278b180e97de353a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "74087105a0d88857fcfccf14e7268b7c2e3bd1dd733b58bd4a4cec2490b47261",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-05-25T05:49:31Z",
    "title_canon_sha256": "5ea0f8c3b23e3c0d9de0008f0f380e616d512e8d16ff393f5c4f6c5617542aa4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.12506",
    "kind": "arxiv",
    "version": 2
  }
}