Pith. sign in
Pith Number

pith:VGOKCXGH

pith:2021:VGOKCXGHGIO6R7OATA5MIIA7YB
not attested not anchored not stored refs pending

Low-bit Quantization of Recurrent Neural Network Language Models Using Alternating Direction Methods of Multipliers

Helen Meng, Jianwei Yu, Junhao Xu, Shoukang Hu, Xie Chen, Xunying Liu

arxiv:2111.14836 v1 · 2021-11-29 · cs.LG

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\usepackage{pith}
\pithnumber{VGOKCXGHGIO6R7OATA5MIIA7YB}

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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 2026-07-05T03:36:19.993820Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a99ca15cc7321de8fdc0983ac4201fc065f09575f77d872558e8fbdb99a33ada

Aliases

arxiv: 2111.14836 · arxiv_version: 2111.14836v1 · doi: 10.48550/arxiv.2111.14836 · pith_short_12: VGOKCXGHGIO6 · pith_short_16: VGOKCXGHGIO6R7OA · pith_short_8: VGOKCXGH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VGOKCXGHGIO6R7OATA5MIIA7YB \
  | 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: a99ca15cc7321de8fdc0983ac4201fc065f09575f77d872558e8fbdb99a33ada
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "263b21edd1c0588f24c077340c9ef0131b96f438043e2ea6c67b1a8580c481bf",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-29T09:30:06Z",
    "title_canon_sha256": "4aaf1fd7ffc7c86d7f7a458247f119b9e28edea7371fb0b50110e54ba8d1b5ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.14836",
    "kind": "arxiv",
    "version": 1
  }
}