Pith Number

pith:FFM3ZM7T

pith:2023:FFM3ZM7T4RF2BLTO32IOREOKIX

not attested not anchored not stored refs pending

How does the task complexity of masked pretraining objectives affect downstream performance?

Atsuki Yamaguchi, Gaku Morio, Hiroaki Ozaki, Terufumi Morishita, Yasuhiro Sogawa

arxiv:2305.10992 v1 · 2023-05-18 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FFM3ZM7T4RF2BLTO32IOREOKIX}

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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

1 paper in Pith

Bi-semantic Chemical Embedder for Joint Representation Learning of SMILES and Natural Language

Receipt and verification

First computed	2026-07-05T06:11:29.137632Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2959bcb3f3e44ba0ae6ede90e891ca45e6967f5a70b90dc648ca18dfaea9156c

Aliases

arxiv: 2305.10992 · arxiv_version: 2305.10992v1 · doi: 10.48550/arxiv.2305.10992 · pith_short_12: FFM3ZM7T4RF2 · pith_short_16: FFM3ZM7T4RF2BLTO · pith_short_8: FFM3ZM7T

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/FFM3ZM7T4RF2BLTO32IOREOKIX \
  | 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: 2959bcb3f3e44ba0ae6ede90e891ca45e6967f5a70b90dc648ca18dfaea9156c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de0c59e3459a464755b222eacceb3624a1c25c48772fd5e907d3a3e69216a1dc",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-18T14:11:57Z",
    "title_canon_sha256": "348c655a0d20c730b5672acacdbeac49ace749a5ec7dec63ae80b8a841cbaad8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.10992",
    "kind": "arxiv",
    "version": 1
  }
}