Pith Number

pith:Q2SVGR4Y

pith:2024:Q2SVGR4YB7OY7KVP3NJ77FHDI2

not attested not anchored not stored refs pending

Can Transformers Learn $n$-gram Language Models?

Anej Svete, Isabelle Augenstein, Mike Zhou, Nadav Borenstein, Ryan Cotterell

arxiv:2410.03001 v1 · 2024-10-03 · 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{Q2SVGR4YB7OY7KVP3NJ77FHDI2}

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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

Scaling Laws and Representation Learning in Simple Hierarchical Languages: Transformers vs. Convolutional Architectures

Receipt and verification

First computed	2026-07-05T09:15:42.929532Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86a55347980fdd8faaafdb53ff94e346a3bc0d001350b9c29267a51767722a22

Aliases

arxiv: 2410.03001 · arxiv_version: 2410.03001v1 · doi: 10.48550/arxiv.2410.03001 · pith_short_12: Q2SVGR4YB7OY · pith_short_16: Q2SVGR4YB7OY7KVP · pith_short_8: Q2SVGR4Y

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/Q2SVGR4YB7OY7KVP3NJ77FHDI2 \
  | 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: 86a55347980fdd8faaafdb53ff94e346a3bc0d001350b9c29267a51767722a22

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba0273e15a2880cda4d2c73f937b12c599f6c969a192a862c12ac07d9181f4f6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-03T21:21:02Z",
    "title_canon_sha256": "072722f75662be520084ee5348a25ca02d645b5036419211e5c3f9a7bfd63a3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.03001",
    "kind": "arxiv",
    "version": 1
  }
}