Pith Number

pith:LWMXRALZ

pith:2024:LWMXRALZSO7GQPZXCWUARPSOG4

not attested not anchored not stored refs pending

Multi-Party Supervised Fine-tuning of Language Models for Multi-Party Dialogue Generation

Luo Ji, Ningyuan Xi, Qingqing Gu, Teng Chen, Xiaokai Chen, Xiaoyu Wang, Yong Chen, Yue Zhao, Zhonglin Jiang

arxiv:2412.05342 v5 · 2024-12-06 · 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{LWMXRALZSO7GQPZXCWUARPSOG4}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T11:19:22.984616Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d9978817993be683f3715a808be4e3714145bdd09647bbf9c041505f0b8b450

Aliases

arxiv: 2412.05342 · arxiv_version: 2412.05342v5 · doi: 10.48550/arxiv.2412.05342 · pith_short_12: LWMXRALZSO7G · pith_short_16: LWMXRALZSO7GQPZX · pith_short_8: LWMXRALZ

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/LWMXRALZSO7GQPZXCWUARPSOG4 \
  | 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: 5d9978817993be683f3715a808be4e3714145bdd09647bbf9c041505f0b8b450

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "962efd93b4e0b1e89f195417a2a2f3a766edcae4d927926237ec707efb12fcec",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-06T09:33:47Z",
    "title_canon_sha256": "f9070819f3a91526af665ad8e841ab00944f02211ad0af436625c3eab54370d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.05342",
    "kind": "arxiv",
    "version": 5
  }
}