Pith. sign in
Pith Number

pith:S7R2NBBC

pith:2020:S7R2NBBCKPWPM4N5UDDHCHFRB4
not attested not anchored not stored refs pending

Rewiring the Transformer with Depth-Wise LSTMs

Deyi Xiong, Hongfei Xu, Josef van Genabith, Qiuhui Liu, Yang Song

arxiv:2007.06257 v2 · 2020-07-13 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{S7R2NBBCKPWPM4N5UDDHCHFRB4}

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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.
Receipt and verification
First computed 2026-07-05T08:04:09.847357Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

97e3a6842253ecf671bda0c6711cb10f0cb3a9e851f1f2ea595ec16a8c7a5d06

Aliases

arxiv: 2007.06257 · arxiv_version: 2007.06257v2 · doi: 10.48550/arxiv.2007.06257 · pith_short_12: S7R2NBBCKPWP · pith_short_16: S7R2NBBCKPWPM4N5 · pith_short_8: S7R2NBBC
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/S7R2NBBCKPWPM4N5UDDHCHFRB4 \
  | 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: 97e3a6842253ecf671bda0c6711cb10f0cb3a9e851f1f2ea595ec16a8c7a5d06
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1bcf5ffa50a9de4ed1dbf36ad1273ace773654eca9ef89e3d6d455c417d426fe",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-07-13T09:19:34Z",
    "title_canon_sha256": "ec979ac4b67ad28160d0c05f7ed0ab0f329a71068f7dc5747623641ff58409c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.06257",
    "kind": "arxiv",
    "version": 2
  }
}