Pith Number

pith:NXSQHZRR

pith:2023:NXSQHZRRWOCWAHQ225D6OTASNT

not attested not anchored not stored refs pending

On the Representational Capacity of Recurrent Neural Language Models

Anej Svete, Franz Nowak, Li Du, Ryan Cotterell

arxiv:2310.12942 v5 · 2023-10-19 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{NXSQHZRRWOCWAHQ225D6OTASNT}

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Record completeness

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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

An Algebraic View of the Expressivity of Recurrent Language Models

Receipt and verification

First computed	2026-07-05T08:24:57.883691Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6de503e631b385601e1ad747e74c126cf5c0656da54b3fa9a0b3216a7dff64a9

Aliases

arxiv: 2310.12942 · arxiv_version: 2310.12942v5 · doi: 10.48550/arxiv.2310.12942 · pith_short_12: NXSQHZRRWOCW · pith_short_16: NXSQHZRRWOCWAHQ2 · pith_short_8: NXSQHZRR

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/NXSQHZRRWOCWAHQ225D6OTASNT \
  | 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: 6de503e631b385601e1ad747e74c126cf5c0656da54b3fa9a0b3216a7dff64a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "705626aa4f9dcb71a18728eec915188ba1d3098c0b011d7277df3732ccd405b9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-19T17:39:47Z",
    "title_canon_sha256": "23d28972e308a46ff0a9e41f735a72a83e8a3d8f39ace10dd610c317f000d605"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.12942",
    "kind": "arxiv",
    "version": 5
  }
}