Pith Number

pith:IMVTAERC

pith:2024:IMVTAERCWEDT54FPQX7YWGNI2P

not attested not anchored not stored refs pending

DOPRA: Decoding Over-accumulation Penalization and Re-allocation in Specific Weighting Layer

Jinfeng Wei, Xiaofeng Zhang

arxiv:2407.15130 v2 · 2024-07-21 · cs.CL · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IMVTAERCWEDT54FPQX7YWGNI2P}

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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

ART: Attention Replacement Technique to Improve Factuality in LLMs

Receipt and verification

First computed	2026-07-05T08:47:22.970466Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

432b301222b1073ef0af85ff8b19a8d3ed9a35520f9db17677a6827d65b935a6

Aliases

arxiv: 2407.15130 · arxiv_version: 2407.15130v2 · doi: 10.48550/arxiv.2407.15130 · pith_short_12: IMVTAERCWEDT · pith_short_16: IMVTAERCWEDT54FP · pith_short_8: IMVTAERC

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/IMVTAERCWEDT54FPQX7YWGNI2P \
  | 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: 432b301222b1073ef0af85ff8b19a8d3ed9a35520f9db17677a6827d65b935a6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ced38dd121c0c214d08c1eb2021dd8c1e0dbce093e5b2b66a9e5ad54f47f96f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-21T11:54:49Z",
    "title_canon_sha256": "7b3cd0d00c02c6f23724c036ff01451408d61ee911a8fba63b1f5d0bbbe4bbb6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.15130",
    "kind": "arxiv",
    "version": 2
  }
}