Pith Number

pith:SSBXNQSX

pith:2020:SSBXNQSXGHJDGPJPTDMM22YA4T

not attested not anchored not stored refs pending

Adversarial Training for Large Neural Language Models

Hao Cheng, Hoifung Poon, Jianfeng Gao, Pengcheng He, Weizhu Chen, XiaoDong Liu, Yu Wang

arxiv:2004.08994 v2 · 2020-04-20 · cs.CL

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\usepackage{pith}
\pithnumber{SSBXNQSXGHJDGPJPTDMM22YA4T}

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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

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SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks

DeBERTa: Decoding-enhanced BERT with Disentangled Attention

Receipt and verification

First computed	2026-07-05T00:59:24.971371Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

948376c25731d2333d2f98d8cd6b00e4c362571efef4bb2ca49dddb4b97a7fe7

Aliases

arxiv: 2004.08994 · arxiv_version: 2004.08994v2 · doi: 10.48550/arxiv.2004.08994 · pith_short_12: SSBXNQSXGHJD · pith_short_16: SSBXNQSXGHJDGPJP · pith_short_8: SSBXNQSX

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/SSBXNQSXGHJDGPJPTDMM22YA4T \
  | 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: 948376c25731d2333d2f98d8cd6b00e4c362571efef4bb2ca49dddb4b97a7fe7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c96d0c37577ea78fc1886f0f67266a4341d81b757cc4a4a3ee08949dbba09338",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-04-20T00:07:18Z",
    "title_canon_sha256": "9a16e9158ca2dc16b0c7dc4bf59c4f57b9180af9b2cb058cb7fece8141c11d4a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.08994",
    "kind": "arxiv",
    "version": 2
  }
}