Pith Number

pith:WLHOYRRI

pith:2017:WLHOYRRI6QMBPMG27HHHPDEDDP

not attested not anchored not stored refs pending

A Deep Reinforced Model for Abstractive Summarization

Caiming Xiong, Richard Socher, Romain Paulus

arxiv:1705.04304 v3 · 2017-05-11 · cs.CL

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

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

6 papers in Pith

Learning to summarize from human feedback

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Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Fine-Tuning Language Models from Human Preferences

Receipt and verification

First computed	2026-05-18T00:30:44.866246Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b2ceec4628f41817b0daf9ce778c831bec53387b42875695f9e67c56d0468bc4

Aliases

arxiv: 1705.04304 · arxiv_version: 1705.04304v3 · doi: 10.48550/arxiv.1705.04304 · pith_short_12: WLHOYRRI6QMB · pith_short_16: WLHOYRRI6QMBPMG2 · pith_short_8: WLHOYRRI

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/WLHOYRRI6QMBPMG27HHHPDEDDP \
  | 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: b2ceec4628f41817b0daf9ce778c831bec53387b42875695f9e67c56d0468bc4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0cae99058ce7213d67dd2a92432286e6efda84bf70181e0d52b86b94c49a3bde",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2017-05-11T17:39:35Z",
    "title_canon_sha256": "371f5643d159a9daec925add0dc795f3e90be32c4d5c9b3ebc5d3a2428793c3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1705.04304",
    "kind": "arxiv",
    "version": 3
  }
}