Pith Number

pith:347D5IHB

pith:2020:347D5IHBTPIV3NHYUQ227NOAWJ

not attested not anchored not stored refs pending

Why Attentions May Not Be Interpretable?

Bing Bai, Fei Wang, Guanhua Zhang, Hao Li, Jian Liang, Kun Bai

arxiv:2006.05656 v4 · 2020-06-10 · stat.ML · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{347D5IHBTPIV3NHYUQ227NOAWJ}

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

1 paper in Pith

Emerging AI Approaches for Cancer Spatial Omics

Receipt and verification

First computed	2026-07-05T02:45:48.024073Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df3e3ea0e19bd15db4f8a435afb5c0b273e58af123874dce33ce23821472f6b8

Aliases

arxiv: 2006.05656 · arxiv_version: 2006.05656v4 · doi: 10.48550/arxiv.2006.05656 · pith_short_12: 347D5IHBTPIV · pith_short_16: 347D5IHBTPIV3NHY · pith_short_8: 347D5IHB

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/347D5IHBTPIV3NHYUQ227NOAWJ \
  | 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: df3e3ea0e19bd15db4f8a435afb5c0b273e58af123874dce33ce23821472f6b8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5af0e7391ab992dcfb12c98acb6af4c0e0884dab0c385520e63558eb6c100bb0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-06-10T05:08:30Z",
    "title_canon_sha256": "d3be3c63e753e2c9e5f678261f7a1d2755981273ab44959ea6ea1499e6938bc4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.05656",
    "kind": "arxiv",
    "version": 4
  }
}