Pith. sign in
Pith Number

pith:UZ3JX2HR

pith:2023:UZ3JX2HRYKENAYWICGS3I56SOK
not attested not anchored not stored refs pending

On "Scientific Debt" in NLP: A Case for More Rigour in Language Model Pre-Training Research

Adhiguna Kuncoro, Alham Fikri Aji, Genta Indra Winata, Haryo Akbarianto Wibowo, Made Nindyatama Nityasya, Phil Blunsom, Radityo Eko Prasojo

arxiv:2306.02870 v1 · 2023-06-05 · cs.CL

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\usepackage{pith}
\pithnumber{UZ3JX2HRYKENAYWICGS3I56SOK}

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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 2026-07-05T06:17:32.250718Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a6769be8f1c288d062c811a5b477d272885b339a1d9e51c44e6ab7d3fe3d2bd2

Aliases

arxiv: 2306.02870 · arxiv_version: 2306.02870v1 · doi: 10.48550/arxiv.2306.02870 · pith_short_12: UZ3JX2HRYKEN · pith_short_16: UZ3JX2HRYKENAYWI · pith_short_8: UZ3JX2HR
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/UZ3JX2HRYKENAYWICGS3I56SOK \
  | 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: a6769be8f1c288d062c811a5b477d272885b339a1d9e51c44e6ab7d3fe3d2bd2
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e85132bc5de40ce36444e609efff3556889e160b779811eb776cd61f8357efca",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-06-05T13:43:50Z",
    "title_canon_sha256": "99f771bdeb90ebfc265865ff8db0afdf831fe9a133aa7801f62ba0c13380a444"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.02870",
    "kind": "arxiv",
    "version": 1
  }
}