Pith Number

pith:LP3JHS4F

pith:2024:LP3JHS4FHL6AJ4BCQN6XO2IO7O

not attested not anchored not stored refs pending

Improving Grammatical Error Correction via Contextual Data Augmentation

Baoxin Wang, Dayong Wu, Qingfu Zhu, Wanxiang Che, Yijun Liu, Yixuan Wang

arxiv:2406.17456 v1 · 2024-06-25 · cs.CL · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LP3JHS4FHL6AJ4BCQN6XO2IO7O}

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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	2026-07-05T08:36:35.220006Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5bf693cb853afc04f022837d77690efb9ceca9dc40e7ee896625203f425defe1

Aliases

arxiv: 2406.17456 · arxiv_version: 2406.17456v1 · doi: 10.48550/arxiv.2406.17456 · pith_short_12: LP3JHS4FHL6A · pith_short_16: LP3JHS4FHL6AJ4BC · pith_short_8: LP3JHS4F

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/LP3JHS4FHL6AJ4BCQN6XO2IO7O \
  | 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: 5bf693cb853afc04f022837d77690efb9ceca9dc40e7ee896625203f425defe1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "874d263a19a409d1f1f91db04e3df6f8b69f130cb2b49bedbe99abccd9a4749b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-25T10:49:56Z",
    "title_canon_sha256": "369dd9490b53e849b5aeae1b4449b22595c5510c0882cb75fde4e3c6ca6ac2b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.17456",
    "kind": "arxiv",
    "version": 1
  }
}