Pith Number

pith:KKAI33WZ

pith:2024:KKAI33WZLZNXUKXVL7G5TJ5E3P

not attested not anchored not stored refs pending

Position Paper: Generalized grammar rules and structure-based generalization beyond classical equivariance for lexical tasks and transduction

Mircea Petrache, Shubhendu Trivedi

arxiv:2402.01629 v1 · 2024-02-02 · cs.CL · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KKAI33WZLZNXUKXVL7G5TJ5E3P}

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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

A Diagrammatic Approach to Improve Computational Efficiency in Group Equivariant Neural Networks

Receipt and verification

First computed	2026-07-05T07:40:46.626342Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

52808deed95e5b7a2af55fcdd9a7a4dbcf1ed4574d7b8cca1da44e0a1ab4b1b1

Aliases

arxiv: 2402.01629 · arxiv_version: 2402.01629v1 · doi: 10.48550/arxiv.2402.01629 · pith_short_12: KKAI33WZLZNX · pith_short_16: KKAI33WZLZNXUKXV · pith_short_8: KKAI33WZ

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/KKAI33WZLZNXUKXVL7G5TJ5E3P \
  | 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: 52808deed95e5b7a2af55fcdd9a7a4dbcf1ed4574d7b8cca1da44e0a1ab4b1b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9eb99aeeee9fd9c0c70995820c1a27b103700c1ad4c27dcfdf2a9a358fd12c0a",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-02T18:44:37Z",
    "title_canon_sha256": "fbef092d754e823efb95caf78c69dfa869812c32e169a2bc30e302e463b6b8e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.01629",
    "kind": "arxiv",
    "version": 1
  }
}