Pith Number

pith:RDI2RT75

pith:2023:RDI2RT75LCQN2J6I26JPRLZYGR

not attested not anchored not stored refs pending

Boosting Punctuation Restoration with Data Generation and Reinforcement Learning

Abel Salinas, Franck Dernoncourt, Hanieh Deilamsalehy, Hao Tan, Quan Tran, Seunghyun Yoon, Thien Huu Nguyen, Trung Bui, Viet Dac Lai

arxiv:2307.12949 v1 · 2023-07-24 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RDI2RT75LCQN2J6I26JPRLZYGR}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T06:34:00.522421Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

88d1a8cffd58a0dd27c8d792f8af383442299b84fe1d49d5f7ed64ca0ba282d9

Aliases

arxiv: 2307.12949 · arxiv_version: 2307.12949v1 · doi: 10.48550/arxiv.2307.12949 · pith_short_12: RDI2RT75LCQN · pith_short_16: RDI2RT75LCQN2J6I · pith_short_8: RDI2RT75

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/RDI2RT75LCQN2J6I26JPRLZYGR \
  | 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: 88d1a8cffd58a0dd27c8d792f8af383442299b84fe1d49d5f7ed64ca0ba282d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4cfe5699404530eff770aeccc17341680f915aaeecfad6561b067d7fa86790f8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-24T17:22:04Z",
    "title_canon_sha256": "1cc507e02623d813cadf1e1984ef0a1c782f21e2a3918a483946434b919058e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.12949",
    "kind": "arxiv",
    "version": 1
  }
}