Pith Number

pith:G6RJ74HP

pith:2023:G6RJ74HP6VMADMSYIPOPDFJMWD

not attested not anchored not stored refs pending

CoCA: Fusing Position Embedding with Collinear Constrained Attention in Transformers for Long Context Window Extending

Jianguo Li, Jing Ye, Qi Zhang, Shiyi Zhu, Siqiao Xue, Wei Jiang, Yifan Wu

arxiv:2309.08646 v3 · 2023-09-15 · cs.LG · cs.AI · 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{G6RJ74HP6VMADMSYIPOPDFJMWD}

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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

1 paper in Pith

Opt-GPTQ: An Optimized GPTQ Combining Sparse Attention and Quantization Techniques

Receipt and verification

First computed	2026-07-05T07:50:03.417366Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37a29ff0eff55801b25843dcf1952cb0f2e4dbde6c7b94173de90f9c7c5f6de2

Aliases

arxiv: 2309.08646 · arxiv_version: 2309.08646v3 · doi: 10.48550/arxiv.2309.08646 · pith_short_12: G6RJ74HP6VMA · pith_short_16: G6RJ74HP6VMADMSY · pith_short_8: G6RJ74HP

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/G6RJ74HP6VMADMSYIPOPDFJMWD \
  | 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: 37a29ff0eff55801b25843dcf1952cb0f2e4dbde6c7b94173de90f9c7c5f6de2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "390de5df800adcb97386504310ddfb6d3e5b50594e7d9cb0f766efbcb227ed40",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-15T09:36:51Z",
    "title_canon_sha256": "3c5d92cf211eafd89fcdea69379c57eeb939abdad09258921ca35f7263ac1976"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.08646",
    "kind": "arxiv",
    "version": 3
  }
}