Pith Number

pith:VOK4QAPU

pith:2024:VOK4QAPU3ZVQEFIBW55TLR6QOJ

not attested not anchored not stored refs pending

Token-level Proximal Policy Optimization for Query Generation

Bochen Pang, Chenghua Huang, Dongmei Zhang, Fangkai Yang, Feng Sun, Hao Sun, Jianfeng Liu, Lu Wang, Pu Zhao, Qingwei Lin, Qi Zhang, Saravan Rajmohan, Weiwei Deng, Yaming Yang, Yichen Ouyang, Yuefeng Zhan

arxiv:2411.00722 v1 · 2024-11-01 · 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{VOK4QAPU3ZVQEFIBW55TLR6QOJ}

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

1 paper in Pith

Risk-aware Direct Preference Optimization under Nested Risk Measure

Receipt and verification

First computed	2026-07-05T09:29:47.226043Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab95c801f4de6b021501b77b35c7d0727d2505153c3650a8863ea21b96288661

Aliases

arxiv: 2411.00722 · arxiv_version: 2411.00722v1 · doi: 10.48550/arxiv.2411.00722 · pith_short_12: VOK4QAPU3ZVQ · pith_short_16: VOK4QAPU3ZVQEFIB · pith_short_8: VOK4QAPU

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/VOK4QAPU3ZVQEFIBW55TLR6QOJ \
  | 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: ab95c801f4de6b021501b77b35c7d0727d2505153c3650a8863ea21b96288661

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e79b6e7b7c982ca17396ef4b7698e3a12e9cc630902d3b47d40b3309dd88151",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-01T16:36:14Z",
    "title_canon_sha256": "637b9b1ce6f640a692a977242946def64928d26782ff87172384b927bc3ff56a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.00722",
    "kind": "arxiv",
    "version": 1
  }
}