Pith Number

pith:3M75WMYO

pith:2024:3M75WMYOFCPZWBFN26H7JWVAGS

not attested not anchored not stored refs pending

How to Evaluate Reward Models for RLHF

Anastasios N. Angelopoulos, Banghua Zhu, Connor Chen, Evan Frick, Ion Stoica, Jiantao Jiao, Joseph E. Gonzalez, Tianle Li, Wei-Lin Chiang

arxiv:2410.14872 v2 · 2024-10-18 · 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{3M75WMYOFCPZWBFN26H7JWVAGS}

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

Qwen2.5 Technical Report

RewardBench 2: Advancing Reward Model Evaluation

CompliBench: Benchmarking LLM Judges for Compliance Violation Detection in Dialogue Systems

Receipt and verification

First computed	2026-07-05T09:24:18.805292Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

db3fdb330e289f9b04add78ff4daa034929997a973031a6013ed9ca1f92c4340

Aliases

arxiv: 2410.14872 · arxiv_version: 2410.14872v2 · doi: 10.48550/arxiv.2410.14872 · pith_short_12: 3M75WMYOFCPZ · pith_short_16: 3M75WMYOFCPZWBFN · pith_short_8: 3M75WMYO

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/3M75WMYOFCPZWBFN26H7JWVAGS \
  | 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: db3fdb330e289f9b04add78ff4daa034929997a973031a6013ed9ca1f92c4340

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "611f09584a763fd3d4aa47df4740f36a2158dba020feb4797fb9c7ef8225bdd9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-18T21:38:21Z",
    "title_canon_sha256": "b737530287134d059cab2328ba8c6d6f04742cd2c73b92b2f3def4e33c1d9f73"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14872",
    "kind": "arxiv",
    "version": 2
  }
}