Pith. sign in
Pith Number

pith:XUIYFFGW

pith:2021:XUIYFFGWLSUYVYZT22I3HFUDU5
not attested not anchored not stored refs pending

Joint-training on Symbiosis Networks for Deep Nueral Machine Translation models

Chang Su, Daimeng Wei, Hao Yang, Hengchao Shang, Jiaxin Guo, Lizhi Lei, Minghan Wang, Min Zhang, Shimin Tao, Yimeng Chen, Yuxia Wang, Zhanglin Wu, Zhengzhe Yu, Zongyao Li

arxiv:2112.11642 v1 · 2021-12-22 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{XUIYFFGWLSUYVYZT22I3HFUDU5}

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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 2026-07-05T03:43:09.205407Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

bd118294d65ca98ae333d691b39683a77629c9b101f3df0a8088e9719e67a749

Aliases

arxiv: 2112.11642 · arxiv_version: 2112.11642v1 · doi: 10.48550/arxiv.2112.11642 · pith_short_12: XUIYFFGWLSUY · pith_short_16: XUIYFFGWLSUYVYZT · pith_short_8: XUIYFFGW
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XUIYFFGWLSUYVYZT22I3HFUDU5 \
  | 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: bd118294d65ca98ae333d691b39683a77629c9b101f3df0a8088e9719e67a749
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "fae9b0e6b97baa79add3dfb1572234c71f54807e388ad01f029e700a3ca62df9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-12-22T03:13:45Z",
    "title_canon_sha256": "310e7d4f1f3f48a12100ca52a97427b0d95844ef0d4b57a6f408add7f92da893"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.11642",
    "kind": "arxiv",
    "version": 1
  }
}