Pith Number

pith:AW4D6UXA

pith:2017:AW4D6UXA3QHIVOAHQWVOGDLLIX

not attested not anchored not stored refs pending

Optimal Hyperparameters for Deep LSTM-Networks for Sequence Labeling Tasks

Iryna Gurevych, Nils Reimers

arxiv:1707.06799 v2 · 2017-07-21 · 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{AW4D6UXA3QHIVOAHQWVOGDLLIX}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-05-18T00:37:57.382876Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05b83f52e0dc0e8ab80785aae30d6b45e4f81a144ff2d10187aea8efb0aced33

Aliases

arxiv: 1707.06799 · arxiv_version: 1707.06799v2 · doi: 10.48550/arxiv.1707.06799 · pith_short_12: AW4D6UXA3QHI · pith_short_16: AW4D6UXA3QHIVOAH · pith_short_8: AW4D6UXA

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/AW4D6UXA3QHIVOAHQWVOGDLLIX \
  | 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: 05b83f52e0dc0e8ab80785aae30d6b45e4f81a144ff2d10187aea8efb0aced33

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e3766abc1dce2fd8d7dd8aa043bb1c285456a138b8973e2ce265e3b3c971bd0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2017-07-21T08:36:31Z",
    "title_canon_sha256": "c056b6ebbd7515721980c8dd756a52801ba5a77dbe787db10690cab861a114c8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1707.06799",
    "kind": "arxiv",
    "version": 2
  }
}