Pith Number

pith:475EIWJO

pith:2019:475EIWJO4HRTGCMKFUUMENM7HW

not attested not anchored not stored refs pending

Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems

Andrea Madotto, Caiming Xiong, Chien-Sheng Wu, Ehsan Hosseini-Asl, Pascale Fung, Richard Socher

arxiv:1905.08743 v2 · 2019-05-21 · 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{475EIWJO4HRTGCMKFUUMENM7HW}

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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

GEM: Graph-Enhanced Mixture-of-Experts with ReAct Agents for Dialogue State Tracking

Receipt and verification

First computed	2026-05-17T23:45:08.816759Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e7fa44592ee1e333098a2d28c2359f3d836ea132748029bd6075c1368f0b70fa

Aliases

arxiv: 1905.08743 · arxiv_version: 1905.08743v2 · doi: 10.48550/arxiv.1905.08743 · pith_short_12: 475EIWJO4HRT · pith_short_16: 475EIWJO4HRTGCMK · pith_short_8: 475EIWJO

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/475EIWJO4HRTGCMKFUUMENM7HW \
  | 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: e7fa44592ee1e333098a2d28c2359f3d836ea132748029bd6075c1368f0b70fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "835f15843e4fbf9e3c190ebe684b6b08466cfc472d88345827105c2fb5b68b43",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-05-21T16:43:54Z",
    "title_canon_sha256": "eb1c05d292e08ce6d75dfffbc102ab9284ba91860d58229dfb06dc65b13b041f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.08743",
    "kind": "arxiv",
    "version": 2
  }
}