Pith Number

pith:YBLXKSES

pith:2022:YBLXKSESJWZQOJ5WGMILMYUS4C

not attested not anchored not stored refs pending

Revisiting Attention Weights as Explanations from an Information Theoretic Perspective

Bingyang Wen, Fan Yang, K.P. Subbalakshmi

arxiv:2211.07714 v1 · 2022-10-31 · cs.CL · cs.AI · 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{YBLXKSESJWZQOJ5WGMILMYUS4C}

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	2026-07-05T05:16:05.293577Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c0577548924db30727b63310b66292e086f81097507596d47f47325e3259b9ae

Aliases

arxiv: 2211.07714 · arxiv_version: 2211.07714v1 · doi: 10.48550/arxiv.2211.07714 · pith_short_12: YBLXKSESJWZQ · pith_short_16: YBLXKSESJWZQOJ5W · pith_short_8: YBLXKSES

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/YBLXKSESJWZQOJ5WGMILMYUS4C \
  | 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: c0577548924db30727b63310b66292e086f81097507596d47f47325e3259b9ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6ba26262a1313d0099eae6b0cc864a763b3a789a5a618d84c59f1f00b1e0f65",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-31T12:53:20Z",
    "title_canon_sha256": "90c15cf67519663d291ab5af4b33de3e57d78528f0a3a46d4426396431d76d92"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.07714",
    "kind": "arxiv",
    "version": 1
  }
}