Pith Number

pith:BGNOTKMU

pith:2017:BGNOTKMUXTYQAPCMEHHVB67OP7

not attested not anchored not stored refs pending

Regularizing and Optimizing LSTM Language Models

Nitish Shirish Keskar, Richard Socher, Stephen Merity

arxiv:1708.02182 v1 · 2017-08-07 · cs.CL · cs.LG · cs.NE

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

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\usepackage{pith}
\pithnumber{BGNOTKMUXTYQAPCMEHHVB67OP7}

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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

5 papers in Pith

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CTRL: A Conditional Transformer Language Model for Controllable Generation

FinBERT: Financial Sentiment Analysis with Pre-trained Language Models

Receipt and verification

First computed	2026-05-18T00:38:25.037552Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

099ae9a994bcf1003c4c21cf50fbee7fe9d8f329cd057549499922aa2448d034

Aliases

arxiv: 1708.02182 · arxiv_version: 1708.02182v1 · doi: 10.48550/arxiv.1708.02182 · pith_short_12: BGNOTKMUXTYQ · pith_short_16: BGNOTKMUXTYQAPCM · pith_short_8: BGNOTKMU

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/BGNOTKMUXTYQAPCMEHHVB67OP7 \
  | 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: 099ae9a994bcf1003c4c21cf50fbee7fe9d8f329cd057549499922aa2448d034

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5094005a94c09f55c343af9edd840dbf87328187b3249a8ac9ae21cbfcc61a4f",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2017-08-07T16:03:44Z",
    "title_canon_sha256": "e7dbc91cdde810fff496da1dc96a14d3ba5daf29bd51cc237904b1455b50a43f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1708.02182",
    "kind": "arxiv",
    "version": 1
  }
}