Pith Number

pith:H2ZSJUII

pith:2019:H2ZSJUIIDWIMTQSYOUUDGQ62AA

not attested not anchored not stored refs pending

Benchmarking Natural Language Understanding Services for building Conversational Agents

Arash Eshghi, Pawel Swietojanski, Verena Rieser, Xingkun Liu

arxiv:1903.05566 v3 · 2019-03-13 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H2ZSJUIIDWIMTQSYOUUDGQ62AA}

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.

Cited by

3 papers in Pith

Template-assisted Contrastive Learning of Task-oriented Dialogue Sentence Embeddings

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Building Korean linguistic resource for NLU data generation of banking app CS dialog system

Receipt and verification

First computed	2026-05-17T23:50:18.920047Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3eb324d1081d90c9c25875283343da000325dc9cc76557cd9639373aaa81379b

Aliases

arxiv: 1903.05566 · arxiv_version: 1903.05566v3 · doi: 10.48550/arxiv.1903.05566 · pith_short_12: H2ZSJUIIDWIM · pith_short_16: H2ZSJUIIDWIMTQSY · pith_short_8: H2ZSJUII

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/H2ZSJUIIDWIMTQSYOUUDGQ62AA \
  | 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: 3eb324d1081d90c9c25875283343da000325dc9cc76557cd9639373aaa81379b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca648d09f975d5d153a6b55a4787c771e93738a695585eadbc4b0ac7c7c3af4e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-03-13T16:08:46Z",
    "title_canon_sha256": "56015c93783ae589d4f8c0211c04f9f3bb34be4114dc3c201a4d21dcc8c4bf77"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.05566",
    "kind": "arxiv",
    "version": 3
  }
}