Pith Number

pith:Q4WQKATR

pith:2018:Q4WQKATRMWSJ7NROXSJSUYC5K2

not attested not anchored not stored refs pending

A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization

Junlin Yao, Li Wang, Li Zhong, Qiang Du, Wei Liu, Yunzhe Tao

arxiv:1805.03616 v3 · 2018-05-09 · cs.CL · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{Q4WQKATRMWSJ7NROXSJSUYC5K2}

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Record completeness

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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

Enriching and Controlling Global Semantics for Text Summarization

Receipt and verification

First computed	2026-07-05T01:22:13.206721Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

872d05027165a49fb62ebc932a605d56909b0a5815f327071a281b885a4eadbc

Aliases

arxiv: 1805.03616 · arxiv_version: 1805.03616v3 · doi: 10.48550/arxiv.1805.03616 · pith_short_12: Q4WQKATRMWSJ · pith_short_16: Q4WQKATRMWSJ7NRO · pith_short_8: Q4WQKATR

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/Q4WQKATRMWSJ7NROXSJSUYC5K2 \
  | 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: 872d05027165a49fb62ebc932a605d56909b0a5815f327071a281b885a4eadbc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d187bc6c49b0ebbfa3328d0b5fdb6f018157cc7c0ad752aa43a594a2152faa54",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2018-05-09T16:56:41Z",
    "title_canon_sha256": "ce1a5cced9126657d5902b0c9cb35d92fd5cca15d94602dba53b8700b1ed7558"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.03616",
    "kind": "arxiv",
    "version": 3
  }
}