Pith Number

pith:N2HMM565

pith:2024:N2HMM565J5NAX4BAX56PRBWJRF

not attested not anchored not stored refs pending

TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities

Caishuang Huang, Huiyuan Zheng, Junjie Ye, Jun Zhao, Ming Zhang, Qi Zhang, Shichun Liu, Shihan Dou, Tao Gui, Xuanjing Huang, Yilong Wu, Yujiong Shen, Yurui Dong

arxiv:2407.21693 v3 · 2024-07-31 · 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{N2HMM565J5NAX4BAX56PRBWJRF}

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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

Bridging Reasoning and Action: Hybrid LLM-RL Framework for Efficient Cross-Domain Task-Oriented Dialogue

Receipt and verification

First computed	2026-07-05T09:19:30.706924Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e8ec677dd4f5a0bf020bf7cf886c9896ce818ca030a487c151b997c3e206cdd

Aliases

arxiv: 2407.21693 · arxiv_version: 2407.21693v3 · doi: 10.48550/arxiv.2407.21693 · pith_short_12: N2HMM565J5NA · pith_short_16: N2HMM565J5NAX4BA · pith_short_8: N2HMM565

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/N2HMM565J5NAX4BAX56PRBWJRF \
  | 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: 6e8ec677dd4f5a0bf020bf7cf886c9896ce818ca030a487c151b997c3e206cdd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ad50e848bb07d4943aaef69b2f80ea8c8aefabbd88c228bc507077cabd704ebd",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-07-31T15:38:15Z",
    "title_canon_sha256": "49cc97392df973a16f8b1eb1d32c2d7b5f19353b7bea67fa544455163b1d52eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.21693",
    "kind": "arxiv",
    "version": 3
  }
}