Pith Number

pith:WDGZ6U24

pith:2022:WDGZ6U24QLNI6NLQQSPDIW5FXW

not attested not anchored not stored refs pending

Fast Rule-Based Decoding: Revisiting Syntactic Rules in Neural Constituency Parsing

Cong Liu, Liyin Xiao, Tianyu Shi, Zhicheng Wang

arxiv:2212.08458 v1 · 2022-12-16 · cs.CL · cs.AI · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WDGZ6U24QLNI6NLQQSPDIW5FXW}

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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

Contrastive Learning on LLM Back Generation Treebank for Cross-domain Constituency Parsing

Receipt and verification

First computed	2026-07-05T05:25:57.590435Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b0cd9f535c82da8f3570849e345ba5bdb65f51f51882d5e46d50c6b8e9cffddb

Aliases

arxiv: 2212.08458 · arxiv_version: 2212.08458v1 · doi: 10.48550/arxiv.2212.08458 · pith_short_12: WDGZ6U24QLNI · pith_short_16: WDGZ6U24QLNI6NLQ · pith_short_8: WDGZ6U24

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/WDGZ6U24QLNI6NLQQSPDIW5FXW \
  | 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: b0cd9f535c82da8f3570849e345ba5bdb65f51f51882d5e46d50c6b8e9cffddb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6795db0e811e38f08bd707e52984b850e7ee6805cc27e0c965fb8141d6c38fd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-12-16T13:07:09Z",
    "title_canon_sha256": "3cd9256fcecae4b3262ae2ca1b830e4283bcf06a3065a9748df51f1de75f0355"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.08458",
    "kind": "arxiv",
    "version": 1
  }
}