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Pith Number

pith:EEZ36GTL

pith:2026:EEZ36GTL4WDJFIEFCLJDLC4NU6
not attested not anchored not stored refs pending

Bayesian Repetition Penalty: A Principled Adjacent-Conditional Framework for Reversing Attention Collapse in Autoregressive Language Models

Bin Ma, Dong Li, Wenjie Fan

arxiv:2607.22694 v1 · 2026-07-17 · cs.AI

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\usepackage{pith}
\pithnumber{EEZ36GTL4WDJFIEFCLJDLC4NU6}

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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 2026-07-28T00:21:49.488039Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2133bf1a6be58692a08512d2358b8da7bf536f2b70a19d3879980975d9117e1b

Aliases

arxiv: 2607.22694 · arxiv_version: 2607.22694v1 · doi: 10.48550/arxiv.2607.22694 · pith_short_12: EEZ36GTL4WDJ · pith_short_16: EEZ36GTL4WDJFIEF · pith_short_8: EEZ36GTL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/EEZ36GTL4WDJFIEFCLJDLC4NU6 \
  | 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: 2133bf1a6be58692a08512d2358b8da7bf536f2b70a19d3879980975d9117e1b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e5f9889235d91a5df658c2a37cdb758ea7ba76fdaa66c6bae888047f6d88f953",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-17T17:01:57Z",
    "title_canon_sha256": "b0fbec8a01744a931127f071253ebcd1c49d0fea5cc313d710932c3df216180d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.22694",
    "kind": "arxiv",
    "version": 1
  }
}