Pith Number

pith:7UY7XQMD

pith:2025:7UY7XQMD3L5L7QXJLUOCXRL6SF

not attested not anchored not stored refs pending

RSPO: Regularized Self-Play Alignment of Large Language Models

Huizhuo Yuan, Ilija Bogunovic, Quanquan Gu, Sangwoong Yoon, Seongho Son, Xiaohang Tang

arxiv:2503.00030 v2 · 2025-02-24 · cs.LG · 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{7UY7XQMD3L5L7QXJLUOCXRL6SF}

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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

3 papers in Pith

S-SPPO: Semantic-Calibrated Self-Play Preference Optimization

GDSD: Reinforcement Learning as Guided Denoiser Self-Distillation for Diffusion Language Models

IRIS: Interpolative R\'enyi Iterative Self-play for Large Language Model Fine-Tuning

Receipt and verification

First computed	2026-07-05T11:33:20.878167Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fd31fbc183dafabfc2e95d1c2bc57e915ed0240e8644c2713c9a759c4fd6acf6

Aliases

arxiv: 2503.00030 · arxiv_version: 2503.00030v2 · doi: 10.48550/arxiv.2503.00030 · pith_short_12: 7UY7XQMD3L5L · pith_short_16: 7UY7XQMD3L5L7QXJ · pith_short_8: 7UY7XQMD

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/7UY7XQMD3L5L7QXJLUOCXRL6SF \
  | 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: fd31fbc183dafabfc2e95d1c2bc57e915ed0240e8644c2713c9a759c4fd6acf6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4e5ad56209f570e5087434d0228ae6882d6e1d1d3f60c3c8dae19eda5bef2aa5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-24T22:43:21Z",
    "title_canon_sha256": "24580a7b237c5529cde6d2c0a2e0487d3e54d23d91d1f31dd071dbbd6c88aaa9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.00030",
    "kind": "arxiv",
    "version": 2
  }
}