Pith Number

pith:MOAOMTMU

pith:2024:MOAOMTMUS46UGXVB5VMLGUZ7JZ

not attested not anchored not stored refs pending

Improving Machine Translation with Human Feedback: An Exploration of Quality Estimation as a Reward Model

Rui Wang, Shuming Shi, Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Zhiwei He, Zhuosheng Zhang

arxiv:2401.12873 v3 · 2024-01-23 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{MOAOMTMUS46UGXVB5VMLGUZ7JZ}

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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

Calibrating Model-Based Evaluation Metrics for Summarization

Receipt and verification

First computed	2026-07-05T07:57:29.890680Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6380e64d94973d435ea1ed58b3533f4e4b7e4f471480ee533c821a7a623684c2

Aliases

arxiv: 2401.12873 · arxiv_version: 2401.12873v3 · doi: 10.48550/arxiv.2401.12873 · pith_short_12: MOAOMTMUS46U · pith_short_16: MOAOMTMUS46UGXVB · pith_short_8: MOAOMTMU

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/MOAOMTMUS46UGXVB5VMLGUZ7JZ \
  | 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: 6380e64d94973d435ea1ed58b3533f4e4b7e4f471480ee533c821a7a623684c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54fd3b143d3570d4752cc13f9b94dae8b308d3784e14490711d5b8962d06e98b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-23T16:07:43Z",
    "title_canon_sha256": "96f3772bdfd91f57a29d3e8ce187479417a0f27db615ec96965836613a7e21da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.12873",
    "kind": "arxiv",
    "version": 3
  }
}