Pith Number

pith:LXQQVCWV

pith:2023:LXQQVCWVBJDZN4FGLNSS5QFU5X

not attested not anchored not stored refs pending

Exploring Effectiveness of GPT-3 in Grammatical Error Correction: A Study on Performance and Controllability in Prompt-Based Methods

Masahiro Kaneko, Mengsay Loem, Naoaki Okazaki, Sho Takase

arxiv:2305.18156 v1 · 2023-05-29 · cs.CL · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LXQQVCWVBJDZN4FGLNSS5QFU5X}

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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

Exploring the Feasibility of Multilingual Grammatical Error Correction with a Single LLM up to 9B parameters: A Comparative Study of 17 Models

Receipt and verification

First computed	2026-07-05T06:14:52.946798Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5de10a8ad50a4796f0a65b652ec0b4edce5e636ae857554a1712aee21c1a0587

Aliases

arxiv: 2305.18156 · arxiv_version: 2305.18156v1 · doi: 10.48550/arxiv.2305.18156 · pith_short_12: LXQQVCWVBJDZ · pith_short_16: LXQQVCWVBJDZN4FG · pith_short_8: LXQQVCWV

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/LXQQVCWVBJDZN4FGLNSS5QFU5X \
  | 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: 5de10a8ad50a4796f0a65b652ec0b4edce5e636ae857554a1712aee21c1a0587

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca45d8fa990e2588762cf05ace5a40516600ff65454b1d36874a2a12c4aa7d6b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-29T15:31:29Z",
    "title_canon_sha256": "7ee0f598c70c1fb3064d26f3df274f12271f728c5667278008b634109ea7f44c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.18156",
    "kind": "arxiv",
    "version": 1
  }
}