Pith Number

pith:HQHT4BSV

pith:2018:HQHT4BSVFYYYEIZEOWMAWJTNPH

not attested not anchored not stored refs pending

Nearly Zero-Shot Learning for Semantic Decoding in Spoken Dialogue Systems

Bo-Hsiang Tseng, I\~nigo Casanueva, Lina M.Rojas-Barahona, Milica Gasic, Pawel Budzianowski, Stefan Ultes, Steve Young

arxiv:1806.05484 v2 · 2018-06-14 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HQHT4BSVFYYYEIZEOWMAWJTNPH}

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	2026-05-18T00:12:42.850242Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c0f3e06552e3182232475980b266d79e9fdd8c18fd7b8f9ec74614a33b5620f

Aliases

arxiv: 1806.05484 · arxiv_version: 1806.05484v2 · doi: 10.48550/arxiv.1806.05484 · pith_short_12: HQHT4BSVFYYY · pith_short_16: HQHT4BSVFYYYEIZE · pith_short_8: HQHT4BSV

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/HQHT4BSVFYYYEIZEOWMAWJTNPH \
  | 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: 3c0f3e06552e3182232475980b266d79e9fdd8c18fd7b8f9ec74614a33b5620f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e9abfc2ed7e09dd2263cd0d163c40abc2b00452caff2707d9a6b1a64075ce47f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2018-06-14T11:47:14Z",
    "title_canon_sha256": "dc8948cd0d704dd2ac96b683c8681dc7fcb45f4048e70a941c03be4cf6115f8b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.05484",
    "kind": "arxiv",
    "version": 2
  }
}