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Pith Number

pith:274J3NVR

pith:2023:274J3NVRZT7I2ZM6NM75ONCSWF
not attested not anchored not stored refs pending

On Robustness of Finetuned Transformer-based NLP Models

Manish Gupta, Mounika Marreddy, Pavan Kalyan Reddy Neerudu, Subba Reddy Oota, Venkateswara Rao Kagita

arxiv:2305.14453 v2 · 2023-05-23 · cs.CL

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\usepackage{pith}
\pithnumber{274J3NVRZT7I2ZM6NM75ONCSWF}

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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

Receipt and verification
First computed 2026-07-05T07:10:24.923041Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d7f89db6b1ccfe8d659e6b3fd73452b14fc3e1df92e0096f261ae4842de7bdef

Aliases

arxiv: 2305.14453 · arxiv_version: 2305.14453v2 · doi: 10.48550/arxiv.2305.14453 · pith_short_12: 274J3NVRZT7I · pith_short_16: 274J3NVRZT7I2ZM6 · pith_short_8: 274J3NVR
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/274J3NVRZT7I2ZM6NM75ONCSWF \
  | 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: d7f89db6b1ccfe8d659e6b3fd73452b14fc3e1df92e0096f261ae4842de7bdef
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8eb8b732c399a405a8a680464c6cc8c56818fb35a744d7bd78063c392eabe617",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-23T18:25:18Z",
    "title_canon_sha256": "7625f6c3724a8c179f98ab319a603b87ff912137db59e092726189acb04e2436"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.14453",
    "kind": "arxiv",
    "version": 2
  }
}