Pith Number

pith:EYSLPSUY

pith:2019:EYSLPSUYN3UBYVTQ6M7QQTMY5E

not attested not anchored not stored refs pending

Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention

Biao Zhang, Ivan Titov, Rico Sennrich

arxiv:1908.11365 v1 · 2019-08-29 · 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{EYSLPSUYN3UBYVTQ6M7QQTMY5E}

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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

Scalable Complexity Control Facilitates Reasoning Ability of LLMs

Receipt and verification

First computed	2026-07-05T00:00:32.913561Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2624b7ca986ee81c5670f33f084d98e93d806859fcf4646538a5e3617be2081d

Aliases

arxiv: 1908.11365 · arxiv_version: 1908.11365v1 · doi: 10.48550/arxiv.1908.11365 · pith_short_12: EYSLPSUYN3UB · pith_short_16: EYSLPSUYN3UBYVTQ · pith_short_8: EYSLPSUY

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/EYSLPSUYN3UBYVTQ6M7QQTMY5E \
  | 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: 2624b7ca986ee81c5670f33f084d98e93d806859fcf4646538a5e3617be2081d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "190ea37cc1869e7695b9a07f299f06967b08588fb1e2d455bfee9f22ea307d3d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-08-29T17:50:55Z",
    "title_canon_sha256": "da957cef716c564ce4e96e9c917e2dadb2e3c710ef6b05e240b5f64eb17f61a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.11365",
    "kind": "arxiv",
    "version": 1
  }
}