Pith Number

pith:7VEOV354

pith:2023:7VEOV354LN752NTRIKSLF7SUDZ

not attested not anchored not stored refs pending

A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects

Tat-Seng Chua, Wai Lam, Wenqiang Lei, Yang Deng

arxiv:2305.02750 v2 · 2023-05-04 · cs.CL · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7VEOV354LN752NTRIKSLF7SUDZ}

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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

11 papers in Pith

Context: Proactive Goal-Directed Intelligence via Composable Sandboxed Programs, Declarative Wiring, and Structured Interaction

See, Infer, Intervene: Proactive World Modeling for Goal-Oriented Social Intelligence

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents

MemCog: From Memory-as-Tool to Memory-as-Cognition in Conversational Agents

OnePred: Next-Query Prediction via Recursive Intent Memory in Multi-Turn Conversations

Receipt and verification

First computed	2026-07-05T06:08:28.342589Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fd48eaefbc5b7fdd367142a4b2fe541e461e97d1bd491d1117d97113c30e8956

Aliases

arxiv: 2305.02750 · arxiv_version: 2305.02750v2 · doi: 10.48550/arxiv.2305.02750 · pith_short_12: 7VEOV354LN75 · pith_short_16: 7VEOV354LN752NTR · pith_short_8: 7VEOV354

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/7VEOV354LN752NTRIKSLF7SUDZ \
  | 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: fd48eaefbc5b7fdd367142a4b2fe541e461e97d1bd491d1117d97113c30e8956

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5872728f10e65654e61fb1cb582ae52fbedf17d9d1815c1a7ce5a0e4d8f03e92",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-04T11:38:49Z",
    "title_canon_sha256": "e969d523e198962d2612b761921b98a1565621b65a639b0eb6715cc6ecf7a231"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.02750",
    "kind": "arxiv",
    "version": 2
  }
}