Pith Number

pith:KCVFRKJG

pith:2024:KCVFRKJGYQDACDCQD2EFTGIAS4

not attested not anchored not stored refs pending

Self-Play with Adversarial Critic: Provable and Scalable Offline Alignment for Language Models

Mengdi Wang, Sanjeev Kulkarni, Tengyang Xie, Xiang Ji

arxiv:2406.04274 v1 · 2024-06-06 · cs.LG · cs.AI · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KCVFRKJGYQDACDCQD2EFTGIAS4}

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.

Cited by

5 papers in Pith

When Does Trajectory-Level Supervision Permit Efficient Offline Reinforcement Learning?

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

Provably avoiding over-optimization in Direct Preference Optimization without knowing the data distribution

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

Receipt and verification

First computed	2026-07-05T08:28:28.809000Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50aa58a926c406010c501e88599900972033d536fbdc9d043f9727da27a30beb

Aliases

arxiv: 2406.04274 · arxiv_version: 2406.04274v1 · doi: 10.48550/arxiv.2406.04274 · pith_short_12: KCVFRKJGYQDA · pith_short_16: KCVFRKJGYQDACDCQ · pith_short_8: KCVFRKJG

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/KCVFRKJGYQDACDCQD2EFTGIAS4 \
  | 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: 50aa58a926c406010c501e88599900972033d536fbdc9d043f9727da27a30beb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "960330e3f31ca999bd316fa12ee03ad053063751813aa27371a4433acf470d4e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-06T17:23:49Z",
    "title_canon_sha256": "11962222072524c5286d2866c27ebab45e0d1b16791db5534d6188cdf1e7a683"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.04274",
    "kind": "arxiv",
    "version": 1
  }
}