Pith Number

pith:CIUXROWE

pith:2022:CIUXROWEMJYLRZ4CETCENWUO26

not attested not anchored not stored refs pending

Deliberation Model for On-Device Spoken Language Understanding

Akshat Shrivastava, Aleksandr Livshits, Duc Le, Michael L. Seltzer, Ozlem Kalinli, Paden Tomasello, Suyoun Kim

arxiv:2204.01893 v3 · 2022-04-04 · cs.CL · eess.AS

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CIUXROWEMJYLRZ4CETCENWUO26}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T04:55:16.535499Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

122978bac46270b8e78224c446da8ed7b27cb0b3a1beece52bceede92f5581d0

Aliases

arxiv: 2204.01893 · arxiv_version: 2204.01893v3 · doi: 10.48550/arxiv.2204.01893 · pith_short_12: CIUXROWEMJYL · pith_short_16: CIUXROWEMJYLRZ4C · pith_short_8: CIUXROWE

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/CIUXROWEMJYLRZ4CETCENWUO26 \
  | 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: 122978bac46270b8e78224c446da8ed7b27cb0b3a1beece52bceede92f5581d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ddcc4dca0ff440d1b45f31f1a4966781994408ee529b58817c5ca084a4b7853",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-04-04T23:48:01Z",
    "title_canon_sha256": "dddfed300054b3ba75cfdfccc8ae2d2c0ca016568fa7b001888d8436aab0472e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.01893",
    "kind": "arxiv",
    "version": 3
  }
}