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Pith Number

pith:QZBU5RTR

pith:2024:QZBU5RTRBOQ7HJ22TLW2X6BPSQ
not attested not anchored not stored refs pending

Understanding Token Probability Encoding in Output Embeddings

Hakaze Cho, Kenshiro Tanaka, Mariko Kato, Naoya Inoue, Yoshihiro Sakai

arxiv:2406.01468 v2 · 2024-06-03 · cs.CL · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{QZBU5RTRBOQ7HJ22TLW2X6BPSQ}

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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.
Receipt and verification
First computed 2026-07-05T09:47:30.719861Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

86434ec6710ba1f3a75a9aedabf82f942a5737198647ce069c28555a9da3fd87

Aliases

arxiv: 2406.01468 · arxiv_version: 2406.01468v2 · doi: 10.48550/arxiv.2406.01468 · pith_short_12: QZBU5RTRBOQ7 · pith_short_16: QZBU5RTRBOQ7HJ22 · pith_short_8: QZBU5RTR
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/QZBU5RTRBOQ7HJ22TLW2X6BPSQ \
  | 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: 86434ec6710ba1f3a75a9aedabf82f942a5737198647ce069c28555a9da3fd87
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7ac029e56aab7e080f3a59d411526ca172cf998ec8c7caca704390b81c020efa",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-03T15:57:29Z",
    "title_canon_sha256": "7584d4bd4f25e76550274a434ca4427b04ec3281d67378e819514000f454e028"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.01468",
    "kind": "arxiv",
    "version": 2
  }
}