Pith Number

pith:DCQ36XWP

pith:2023:DCQ36XWPSYQTLSWELKWV5IWTXU

not attested not anchored not stored refs pending

Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization

Chao Yang, Jie Liu, Jing Shao, Wanli Ouyang, Xiangyu Yue, Yu Qiao, Zhanhui Zhou

arxiv:2310.03708 v4 · 2023-10-05 · cs.LG · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DCQ36XWPSYQTLSWELKWV5IWTXU}

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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

6 papers in Pith

VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions

Improving Inverse Folding for Peptide Design with Diversity-regularized Direct Preference Optimization

Enhancing Speech Large Language Models through Reinforced Behavior Alignment

Explaining and Breaking the Safety-Helpfulness Ceiling via Preference Dimensional Expansion

Improving Video Generation with Human Feedback

Receipt and verification

First computed	2026-07-05T08:56:14.364106Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

18a1bf5ecf962135cac45aad5ea2d3bd0dd5cb0b42d327bd4ae5c91cdb420473

Aliases

arxiv: 2310.03708 · arxiv_version: 2310.03708v4 · doi: 10.48550/arxiv.2310.03708 · pith_short_12: DCQ36XWPSYQT · pith_short_16: DCQ36XWPSYQTLSWE · pith_short_8: DCQ36XWP

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/DCQ36XWPSYQTLSWELKWV5IWTXU \
  | 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: 18a1bf5ecf962135cac45aad5ea2d3bd0dd5cb0b42d327bd4ae5c91cdb420473

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6cd2d764d97958f3cc77aaf687a4f65dbd6d7a0bafdfe5f8a2c1b2bc9a8ffc3d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-05T17:35:26Z",
    "title_canon_sha256": "08f0f76097497bd7da786a924b5779b7bc5e83daf20d1e920839e538b902f2b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.03708",
    "kind": "arxiv",
    "version": 4
  }
}