Pith Number

pith:MNTG64K7

pith:2024:MNTG64K7BXBTAMK7RR4NTSGO2M

not attested not anchored not stored refs pending

Self-Generated Critiques Boost Reward Modeling for Language Models

Aston Zhang, Chao Zhang, Chenguang Zhu, Dhruv Mahajan, Liang Tan, Melanie Kambadur, Richard Yuanzhe Pang, Rui Hou, Suchin Gururangan, Xuewei Wang, Yue Yu, Yundi Qian, Zhengxing Chen

arxiv:2411.16646 v3 · 2024-11-25 · cs.CL · cs.AI · 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{MNTG64K7BXBTAMK7RR4NTSGO2M}

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

4 papers in Pith

Test-Time Verification for Text-to-SQL via Outcome Reward Models

In Context Learning and Reasoning for Symbolic Regression with Large Language Models

Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs

Building a Precise Video Language with Human-AI Oversight

Receipt and verification

First computed	2026-07-05T10:11:29.140925Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

63666f715f0dc330315f8c78d9c8ced3248cb6974fea87b6ff1162795742357f

Aliases

arxiv: 2411.16646 · arxiv_version: 2411.16646v3 · doi: 10.48550/arxiv.2411.16646 · pith_short_12: MNTG64K7BXBT · pith_short_16: MNTG64K7BXBTAMK7 · pith_short_8: MNTG64K7

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/MNTG64K7BXBTAMK7RR4NTSGO2M \
  | 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: 63666f715f0dc330315f8c78d9c8ced3248cb6974fea87b6ff1162795742357f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33a02002a7dd0c0bfb54d5295a0b56969710990f968c2196800fc3f422e96a39",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-25T18:28:26Z",
    "title_canon_sha256": "d09f4ffcef2ef9bbe1d4380d09494bb8983262d92571898a759884c42adf50d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.16646",
    "kind": "arxiv",
    "version": 3
  }
}