Pith Number

pith:BQDSYDBB

pith:2024:BQDSYDBBK4O5A5VPW6RA6UDI3D

not attested not anchored not stored refs pending

Sparser is Faster and Less is More: Efficient Sparse Attention for Long-Range Transformers

Chao Lou, Kewei Tu, Zilong Zheng, Zixia Jia

arxiv:2406.16747 v1 · 2024-06-24 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{BQDSYDBBK4O5A5VPW6RA6UDI3D}

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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

6 papers in Pith

E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning

On Efficient Variants of Segment Anything Model: A Survey

A Survey of Scaling in Large Language Model Reasoning

ElasticDiT: Efficient Diffusion Transformers via Elastic Architecture and Sparse Attention for High-Resolution Image Generation on Mobile Devices

Chimera: Neuro-Symbolic Attention Primitives for Trustworthy Dataplane Intelligence

Receipt and verification

First computed	2026-07-05T08:36:03.146838Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c072c0c21571dd076afb7a20f5068d8dfdd2db723929f0a76c546d8197768ae

Aliases

arxiv: 2406.16747 · arxiv_version: 2406.16747v1 · doi: 10.48550/arxiv.2406.16747 · pith_short_12: BQDSYDBBK4O5 · pith_short_16: BQDSYDBBK4O5A5VP · pith_short_8: BQDSYDBB

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/BQDSYDBBK4O5A5VPW6RA6UDI3D \
  | 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: 0c072c0c21571dd076afb7a20f5068d8dfdd2db723929f0a76c546d8197768ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "19911dcd8433f97316fb98f1965026cbe2c12198ebb62a4c99909096d02a5fd3",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-24T15:55:59Z",
    "title_canon_sha256": "3b732979ff46c062500ae0e99a0954353df3cec9dfe377f8f6d8301f01d55c8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.16747",
    "kind": "arxiv",
    "version": 1
  }
}