Pith. sign in
Pith Number

pith:VXTSDXOI

pith:2020:VXTSDXOICIET5B7ASGYUQN3QQC
not attested not anchored not stored refs pending

Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding

Chen Liu, Kai Yu, Lu Chen, Ruisheng Cao, Su Zhu, Zijian Zhao

arxiv:2005.11640 v3 · 2020-05-24 · cs.CL · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{VXTSDXOICIET5B7ASGYUQN3QQC}

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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 2026-07-05T01:33:38.774940Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ade721ddc812093e87e091b148377080ae68303293400d36c05396c7383b753a

Aliases

arxiv: 2005.11640 · arxiv_version: 2005.11640v3 · doi: 10.48550/arxiv.2005.11640 · pith_short_12: VXTSDXOICIET · pith_short_16: VXTSDXOICIET5B7A · pith_short_8: VXTSDXOI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VXTSDXOICIET5B7ASGYUQN3QQC \
  | 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: ade721ddc812093e87e091b148377080ae68303293400d36c05396c7383b753a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "579d561e1efac9b1306d3d2b60876aa2bb0fe786b2dea21635956be8f0f5785f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-05-24T02:26:13Z",
    "title_canon_sha256": "03f084aa1153827585caf1ef43dcc273f9d0c7284ab2523d6fe8a43036185ad1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.11640",
    "kind": "arxiv",
    "version": 3
  }
}