Pith Number

pith:PKNHJTZV

pith:2019:PKNHJTZVKSWBUKDVPLSYS3Q2LX

not attested not anchored not stored refs pending

Rethinking Self-Attention: Towards Interpretability in Neural Parsing

Franck Dernoncourt, Khalil Mrini, Ndapa Nakashole, Quan Tran, Trung Bui, Walter Chang

arxiv:1911.03875 v3 · 2019-11-10 · cs.CL · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PKNHJTZVKSWBUKDVPLSYS3Q2LX}

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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

Your Attention Matters: to Improve Model Robustness to Noise and Spurious Correlations

Receipt and verification

First computed	2026-07-05T01:47:29.249959Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a9a74cf3554ac1a28757ae5896e1a5dc2bfce94c3031c7dd242035d6bc733cf

Aliases

arxiv: 1911.03875 · arxiv_version: 1911.03875v3 · doi: 10.48550/arxiv.1911.03875 · pith_short_12: PKNHJTZVKSWB · pith_short_16: PKNHJTZVKSWBUKDV · pith_short_8: PKNHJTZV

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/PKNHJTZVKSWBUKDVPLSYS3Q2LX \
  | 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: 7a9a74cf3554ac1a28757ae5896e1a5dc2bfce94c3031c7dd242035d6bc733cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "926504929588fda1de0aff603821907e3ed5c6c4109d4d77a744baf67e911541",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-11-10T08:17:11Z",
    "title_canon_sha256": "89aa2b9cb4230733592bb97665d790f5d08928d4a135fce39763516f030b4671"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.03875",
    "kind": "arxiv",
    "version": 3
  }
}