Pith Number

pith:WPAPRZMG

pith:2024:WPAPRZMGFB7KHRAUZUI7CNXMX3

not attested not anchored not stored refs pending

Sample-Efficient Human Evaluation of Large Language Models via Maximum Discrepancy Competition

Ge Sun, Guozhou Zheng, Hongzhi Tan, Huajun Chen, Kede Ma, Kehua Feng, Keyan Ding, Qiang Zhang, Shuangquan Guo, Yuzhou Cheng, Zhihua Wang

arxiv:2404.08008 v2 · 2024-04-10 · cs.LG · cs.CL · cs.HC

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\usepackage{pith}
\pithnumber{WPAPRZMGFB7KHRAUZUI7CNXMX3}

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Record completeness

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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

How to Select Datapoints for Efficient Human Evaluation of NLG Models?

Receipt and verification

First computed	2026-07-05T11:11:31.747518Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b3c0f8e586287ea3c414cd11f136ecbedcb3d236a53568dbec1e513e4fc227cf

Aliases

arxiv: 2404.08008 · arxiv_version: 2404.08008v2 · doi: 10.48550/arxiv.2404.08008 · pith_short_12: WPAPRZMGFB7K · pith_short_16: WPAPRZMGFB7KHRAU · pith_short_8: WPAPRZMG

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/WPAPRZMGFB7KHRAUZUI7CNXMX3 \
  | 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: b3c0f8e586287ea3c414cd11f136ecbedcb3d236a53568dbec1e513e4fc227cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b4b8d811d1cef860ff21daced64be78263cd2af1aa7100e1f559827877d8f34",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-10T01:26:24Z",
    "title_canon_sha256": "e220484dbcbfedd224a709f17a09e0eef70df6c4b00ffffb0ed325e789abd209"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.08008",
    "kind": "arxiv",
    "version": 2
  }
}