Pith Number

pith:G6SAYLSL

pith:2023:G6SAYLSLKMJTLQJK7MLDAOIC3O

not attested not anchored not stored refs pending

Enhancing Large Language Model Induced Task-Oriented Dialogue Systems Through Look-Forward Motivated Goals

Anh Tuan Luu, Bryan Hooi, See-kiong Ng, Yang Deng, Yue Feng, Zekun Li, Zhiyuan Hu

arxiv:2309.08949 v1 · 2023-09-16 · cs.CL

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\usepackage{pith}
\pithnumber{G6SAYLSLKMJTLQJK7MLDAOIC3O}

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4 Citations open

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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	2026-07-05T06:51:32.042695Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37a40c2e4b531335c12afb16303902dbad80671ef1b974161bf63efcb20ab411

Aliases

arxiv: 2309.08949 · arxiv_version: 2309.08949v1 · doi: 10.48550/arxiv.2309.08949 · pith_short_12: G6SAYLSLKMJT · pith_short_16: G6SAYLSLKMJTLQJK · pith_short_8: G6SAYLSL

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/G6SAYLSLKMJTLQJK7MLDAOIC3O \
  | 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: 37a40c2e4b531335c12afb16303902dbad80671ef1b974161bf63efcb20ab411

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7822b28b9c56093bdc9d94553553628d000f9e45d046de81a2f09d1be2a2c025",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-16T10:56:00Z",
    "title_canon_sha256": "701628b0894cd77ae63f1348ad7155e83743169b13642d6a9c7b8e3b80c7c6dd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.08949",
    "kind": "arxiv",
    "version": 1
  }
}