Pith Number

pith:IIIYDZ5X

pith:2020:IIIYDZ5XU3QW2GI3CKU7IGHNP3

not attested not anchored not stored refs pending

Modelling Hierarchical Structure between Dialogue Policy and Natural Language Generator with Option Framework for Task-oriented Dialogue System

Jianhong Wang, Tae-Kyun Kim, Yuan Zhang, Yunjie Gu

arxiv:2006.06814 v4 · 2020-06-11 · cs.CL · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{IIIYDZ5XU3QW2GI3CKU7IGHNP3}

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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

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues

Receipt and verification

First computed	2026-07-05T02:16:37.324946Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

421181e7b7a6e16d191b12a9f418ed7edfc1501dd57ab3e1c8055e24021b5c67

Aliases

arxiv: 2006.06814 · arxiv_version: 2006.06814v4 · doi: 10.48550/arxiv.2006.06814 · pith_short_12: IIIYDZ5XU3QW · pith_short_16: IIIYDZ5XU3QW2GI3 · pith_short_8: IIIYDZ5X

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/IIIYDZ5XU3QW2GI3CKU7IGHNP3 \
  | 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: 421181e7b7a6e16d191b12a9f418ed7edfc1501dd57ab3e1c8055e24021b5c67

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "38a583009a5db3974cf5b42d79c918d0136da1a6135f25addae1e7d9ec3618b7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-06-11T20:55:28Z",
    "title_canon_sha256": "9a434045ea3a7cf31c42c73d38c253156d897a7d9f4f59bd290d03deb6b9854a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.06814",
    "kind": "arxiv",
    "version": 4
  }
}