Pith Number

pith:LAEQKSHB

pith:2021:LAEQKSHBQHC7UPQYVDLE3CTXVR

not attested not anchored not stored refs pending

Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation

Douwe Kiela, Max Bartolo, Pontus Stenetorp, Robin Jia, Sebastian Riedel, Tristan Thrush

arxiv:2104.08678 v3 · 2021-04-18 · cs.CL · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LAEQKSHBQHC7UPQYVDLE3CTXVR}

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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

5 papers in Pith

MirrorCheck: Efficient Adversarial Defense for Vision-Language Models

Sycophancy to Subterfuge: Investigating Reward-Tampering in Large Language Models

ART: Automatic multi-step reasoning and tool-use for large language models

Jailbreaking Black Box Large Language Models in Twenty Queries

Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned

Receipt and verification

First computed	2026-07-05T04:05:11.274932Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58090548e181c5fa3e18a8d64d8a77ac460548367a7899d48fc9f1f3a68167f9

Aliases

arxiv: 2104.08678 · arxiv_version: 2104.08678v3 · doi: 10.48550/arxiv.2104.08678 · pith_short_12: LAEQKSHBQHC7 · pith_short_16: LAEQKSHBQHC7UPQY · pith_short_8: LAEQKSHB

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/LAEQKSHBQHC7UPQYVDLE3CTXVR \
  | 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: 58090548e181c5fa3e18a8d64d8a77ac460548367a7899d48fc9f1f3a68167f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "be3e1baaef96e1620a5ecabe695828b4149c13d411f5a3134b1ab9f0b3dbedb4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-04-18T02:00:06Z",
    "title_canon_sha256": "30f3ddf8a7c18d5c33de26d502459a244511f50b0a9c0d02dd9f238a51b6eca7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.08678",
    "kind": "arxiv",
    "version": 3
  }
}