Pith. sign in
Pith Number

pith:NKY7SEYJ

pith:2025:NKY7SEYJWT5SRHBUDYELQIWA7U
not attested not anchored not stored refs pending

PLM: Efficient Peripheral Language Models Hardware-Co-Designed for Ubiquitous Computing

Cheng Deng, Haifeng Zhang, Haoyang Li, Jiachuan Wang, Jiwen Jiang, Jun Wang, Lei Chen, Lionel M. Ni, Luoyang Sun, Qingfa Xiao, Wenxin Zhao, Xinjian Wu, Yongcheng Zeng

arxiv:2503.12167 v2 · 2025-03-15 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{NKY7SEYJWT5SRHBUDYELQIWA7U}

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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 2026-07-05T10:34:43.418348Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6ab1f91309b4fb289c341e08b822c0fd1b18e2256a1ce7058c2941d4d212c894

Aliases

arxiv: 2503.12167 · arxiv_version: 2503.12167v2 · doi: 10.48550/arxiv.2503.12167 · pith_short_12: NKY7SEYJWT5S · pith_short_16: NKY7SEYJWT5SRHBU · pith_short_8: NKY7SEYJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/NKY7SEYJWT5SRHBUDYELQIWA7U \
  | 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: 6ab1f91309b4fb289c341e08b822c0fd1b18e2256a1ce7058c2941d4d212c894
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "bf6187337fa5730af4125a346573973f1ba2e159d9850349b8fcfa56fd1ff6a5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-15T15:11:17Z",
    "title_canon_sha256": "252da930b6dccfb8a508f2c1d460f354cc77b3f2502d33abb219c0bf3b964cd8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.12167",
    "kind": "arxiv",
    "version": 2
  }
}