Pith Number

pith:M7HNUOVL

pith:2020:M7HNUOVLLK4NNGAOTEHYZCNVYI

not attested not anchored not stored refs pending

Masking as an Efficient Alternative to Finetuning for Pretrained Language Models

Fei Mi, Hinrich Sch\"utze, Martin Jaggi, Mengjie Zhao, Tao Lin

arxiv:2004.12406 v2 · 2020-04-26 · 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{M7HNUOVLLK4NNGAOTEHYZCNVYI}

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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

2 papers in Pith

Selective LoRA for Visual Tokens and Attention Heads

Prefix-Tuning: Optimizing Continuous Prompts for Generation

Receipt and verification

First computed	2026-07-05T01:41:53.270117Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

67ceda3aab5ab8d6980e990f8c89b5c2221f87150abb894ba9fd29e9475c3754

Aliases

arxiv: 2004.12406 · arxiv_version: 2004.12406v2 · doi: 10.48550/arxiv.2004.12406 · pith_short_12: M7HNUOVLLK4N · pith_short_16: M7HNUOVLLK4NNGAO · pith_short_8: M7HNUOVL

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/M7HNUOVLLK4NNGAOTEHYZCNVYI \
  | 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: 67ceda3aab5ab8d6980e990f8c89b5c2221f87150abb894ba9fd29e9475c3754

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1dc53766d9a99fa6b254c1ff76cda85188ff95f4d7d033e8584bae2087603ea1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-04-26T15:03:47Z",
    "title_canon_sha256": "fedeb3ea9966e45cf751587f97615a23b38085630ad983c1e08cce3624edda5b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.12406",
    "kind": "arxiv",
    "version": 2
  }
}