Pith Number

pith:AVTCXNBD

pith:2025:AVTCXNBDPZQISE4EUZQOGUZ33L

not attested not anchored not stored refs pending

Online Preference Alignment for Language Models via Count-based Exploration

Chenjia Bai, Kang Xu, Qiaosheng Zhang, Shuang Qiu, Xuelong Li, Yang Zhang

arxiv:2501.12735 v3 · 2025-01-22 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AVTCXNBDPZQISE4EUZQOGUZ33L}

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

3 papers in Pith

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On Advantage Estimates for Max@K Policy Gradients

DRIFT: Decoupled Rollouts and Importance-Weighted Fine-Tuning for Efficient Multi-Turn Optimization

Receipt and verification

First computed	2026-07-05T10:10:48.098897Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05662bb4237e60891384a660e3533bdaecae3d085ec519627651a61451b86686

Aliases

arxiv: 2501.12735 · arxiv_version: 2501.12735v3 · doi: 10.48550/arxiv.2501.12735 · pith_short_12: AVTCXNBDPZQI · pith_short_16: AVTCXNBDPZQISE4E · pith_short_8: AVTCXNBD

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/AVTCXNBDPZQISE4EUZQOGUZ33L \
  | 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: 05662bb4237e60891384a660e3533bdaecae3d085ec519627651a61451b86686

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "be9c73548f9809473bf4ee8956632a097fae515bc8c85356b121bfd0a5534f7b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-22T09:12:09Z",
    "title_canon_sha256": "431a30181d6d15ef5b1191220937b0ffc36ca9ea08ca5f5878d4c7600941240c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.12735",
    "kind": "arxiv",
    "version": 3
  }
}