Pith Number

pith:VEN7KABW

pith:2022:VEN7KABWFZS3J3TJ2MU5QPUGRD

not attested not anchored not stored refs pending

A Roadmap for Big Model

Anwen Hu, Baobao Chang, Borui Zhang, Boxi Cao, Chaojun Xiao, Chence Shi, Chujie Zheng, Cong Fang, Fangwei Zhu, Ganqu Cui, Guoqiang Wang, Hang Su, Hanyu Zhao, Haoran Li, Hao Sun, Haoyang Li, Huawei Shen, Hui Zhang, Jiaao He, Jiahong Leng, Jiajun Zhang, Jian Tang, Jiawen Deng, Jidong Zhai, Jie Tang, Jifan Yu, Jing Zhang, Ji-Rong Wen, Jiwen Lu, Juanzi Li, Junwei Bao, Jun Zhu, Lei Hou, Liang Zhang, Lingxiao Huang, Liwei Wang, Long Zhou, Maosong Sun, Mengjie Li, Ming Ding, Minghao Xu, Mingsheng Long, Mingxuan Wang, Minlie Huang, Nanyi Fei, Ning Ding, Peng Cui, Peng Li, Qingxiu Dong, Qin Jin, Quanshi Zhang, Ruihua Song, Rui Yan, Sha Yuan, Shengding Hu, Shuai Zhao, Shulin Cao, Shuo Wang, Tianyu Pang, Weicheng Xue, Weidong Zhan, Weilin Zhao, Weinan Zhang, Weize Chen, Wenliang Zhao, Wenzhao Zheng, Xiang Pan, Xianpei Han, Xiaodong He, Xiaoyu Chu, Xiaozhi Wang, Xigang Cao, Xin Lv, Xu Han, Yang Liu, Yangxiao Liang, Yankai Lin, Yingwei Pan, Yinpeng Dong, Yisen Wang, Yizhao Gao, Yongming Rao, Yuan Yao, Yujia Qin, Zenan ling, Zhenghao Liu, Zheng Liang, Zhengyan Zhang, Zheni Zeng, Zhifang Sui, Zhiwu Lu, Zhixing Tan, Zhiyuan Liu, Zhouchen Lin, Zhou Shao, Zhou Yu, Zijun Yao, Zixuan Ma, Ziyi Wang, Zuobai Zhang

arxiv:2203.14101 v4 · 2022-03-26 · cs.LG · cs.AI · 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{VEN7KABWFZS3J3TJ2MU5QPUGRD}

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	2026-07-05T04:16:18.859459Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a91bf500362e65b4ee69d329d83e8688d64d60a68e48722f8002c7afdb281f57

Aliases

arxiv: 2203.14101 · arxiv_version: 2203.14101v4 · doi: 10.48550/arxiv.2203.14101 · pith_short_12: VEN7KABWFZS3 · pith_short_16: VEN7KABWFZS3J3TJ · pith_short_8: VEN7KABW

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/VEN7KABWFZS3J3TJ2MU5QPUGRD \
  | 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: a91bf500362e65b4ee69d329d83e8688d64d60a68e48722f8002c7afdb281f57

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "454e53a4aab30651ec1ae573d1b63f27860de59f87ccf8cd02faa31458820a37",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-26T15:38:00Z",
    "title_canon_sha256": "338470e02e6aa0bf3f6345d236e17334de33a76438f8b3bb48a6dad1c19aa821"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.14101",
    "kind": "arxiv",
    "version": 4
  }
}