Pith Number

pith:22NZXSSQ

pith:2022:22NZXSSQJPPJ22QVNP6OZYPGGY

not attested not anchored not stored refs pending

BiBERT: Accurate Fully Binarized BERT

Aishan Liu, Haotong Qin, Mingyuan Zhang, Qinghua Yan, Qingqing Dang, Xianglong Liu, Yifu Ding, Ziwei Liu

arxiv:2203.06390 v1 · 2022-03-12 · 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{22NZXSSQJPPJ22QVNP6OZYPGGY}

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.

Cited by

5 papers in Pith

Layerwise Progressive Freezing: A Training Scaffold for Depth-Scalable Binary Networks

BWTA: Accurate and Efficient Binarized Transformer by Algorithm-Hardware Co-design

LBLLM: Lightweight Binarization of Large Language Models via Three-Stage Distillation

Winner-Take-All Spiking Transformer for Language Modeling

LOCALUT: Harnessing Capacity-Computation Tradeoffs for LUT-Based Inference in DRAM-PIM

Receipt and verification

First computed	2026-07-05T04:04:50.196767Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d69b9bca504bde9d6a156bfcece1e6360aed5289b855a516a84576ada6a52021

Aliases

arxiv: 2203.06390 · arxiv_version: 2203.06390v1 · doi: 10.48550/arxiv.2203.06390 · pith_short_12: 22NZXSSQJPPJ · pith_short_16: 22NZXSSQJPPJ22QV · pith_short_8: 22NZXSSQ

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/22NZXSSQJPPJ22QVNP6OZYPGGY \
  | 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: d69b9bca504bde9d6a156bfcece1e6360aed5289b855a516a84576ada6a52021

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0029ff19c13b303351d855e7bb95ae94a3842a7bbe55e487f79c8b29ef747162",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-03-12T09:46:13Z",
    "title_canon_sha256": "14cb63fb26029c095153507e05bbc522aa2b7658448862e727aae17829816072"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.06390",
    "kind": "arxiv",
    "version": 1
  }
}