Pith Number

pith:43IFEJG7

pith:2024:43IFEJG7TG6CTVWLWD6UFCFRJZ

not attested not anchored not stored refs pending

Efficient Sparse Attention needs Adaptive Token Release

Chaoran Zhang, Chenliang Li, Dan Luo, Lixin Zou, Min Tang, Xiangyang Luo, Zihao Li

arxiv:2407.02328 v1 · 2024-07-02 · 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{43IFEJG7TG6CTVWLWD6UFCFRJZ}

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	2026-07-05T08:39:22.768839Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e6d05224df99bc29d6cbb0fd4288b14e56f65eddd46519b1dd6b5b282a83640b

Aliases

arxiv: 2407.02328 · arxiv_version: 2407.02328v1 · doi: 10.48550/arxiv.2407.02328 · pith_short_12: 43IFEJG7TG6C · pith_short_16: 43IFEJG7TG6CTVWL · pith_short_8: 43IFEJG7

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/43IFEJG7TG6CTVWLWD6UFCFRJZ \
  | 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: e6d05224df99bc29d6cbb0fd4288b14e56f65eddd46519b1dd6b5b282a83640b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bafb8727c5d1a1fc0eff1180cfd11878c8e0d4806ebbf7497e19be013ebebe27",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-02T14:58:44Z",
    "title_canon_sha256": "3d38c13e9dad16661c88836c8d8b57ed1271a6d67f6df6ec37de14c835e1bcb3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.02328",
    "kind": "arxiv",
    "version": 1
  }
}