Pith Number

pith:ACZBKRBB

pith:2023:ACZBKRBBB53UT6K7HV6Y4DEJ72

not attested not anchored not stored refs pending

Evaluating the Capability of Large-scale Language Models on Chinese Grammatical Error Correction Task

Chenming Tang, Fanyi Qu, Yunfang Wu

arxiv:2307.03972 v2 · 2023-07-08 · cs.CL

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\usepackage{pith}
\pithnumber{ACZBKRBBB53UT6K7HV6Y4DEJ72}

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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

Harnessing Rule-Based Reinforcement Learning for Enhanced Grammatical Error Correction

Receipt and verification

First computed	2026-07-05T10:31:39.216547Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

00b21544210f7749f95f3d7d8e0c89fe9473c846f70954834cd0030c2cdca79a

Aliases

arxiv: 2307.03972 · arxiv_version: 2307.03972v2 · doi: 10.48550/arxiv.2307.03972 · pith_short_12: ACZBKRBBB53U · pith_short_16: ACZBKRBBB53UT6K7 · pith_short_8: ACZBKRBB

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/ACZBKRBBB53UT6K7HV6Y4DEJ72 \
  | 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: 00b21544210f7749f95f3d7d8e0c89fe9473c846f70954834cd0030c2cdca79a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5f6d992799c3c9ff25edbe98bf777ab5bbdcd78ad318ad619e57773499822f7c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-08T13:10:59Z",
    "title_canon_sha256": "1f9ecd98a377b3c4edd60e7eff0911b4b3b9d17f48b6ca452b092f91f172e071"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.03972",
    "kind": "arxiv",
    "version": 2
  }
}