Pith Number

pith:HUYZVFXV

pith:2024:HUYZVFXVJZJBAM35ZK2BSPOBKX

not attested not anchored not stored refs pending

Comateformer: Combined Attention Transformer for Semantic Sentence Matching

Bo Li, Di Liang, Zixin Zhang

arxiv:2412.07220 v1 · 2024-12-10 · 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{HUYZVFXVJZJBAM35ZK2BSPOBKX}

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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

Efficient Task Adaptation in Large Language Models via Selective Parameter Optimization

Receipt and verification

First computed	2026-07-05T09:47:06.195956Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d319a96f54e5210337dcab4193dc155caabe50e32ee7acfec057166600dcc65

Aliases

arxiv: 2412.07220 · arxiv_version: 2412.07220v1 · doi: 10.48550/arxiv.2412.07220 · pith_short_12: HUYZVFXVJZJB · pith_short_16: HUYZVFXVJZJBAM35 · pith_short_8: HUYZVFXV

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/HUYZVFXVJZJBAM35ZK2BSPOBKX \
  | 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: 3d319a96f54e5210337dcab4193dc155caabe50e32ee7acfec057166600dcc65

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f71cff35e38de7efa267c716388d310ecf2ffe40c632bfc84da480e4ed91ca8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-10T06:18:07Z",
    "title_canon_sha256": "ea6ef4e7fc66019bc3cb114a8fa46c0166271a6b560e0ea858cd5c851542b71b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07220",
    "kind": "arxiv",
    "version": 1
  }
}