pith. sign in
Pith Number

pith:KNJH7GVD

pith:2019:KNJH7GVDR66MCU5JHCTICE6V4L
not attested not anchored not stored refs pending

Improving generation quality of pointer networks via guided attention

Balaji Vasan Srinivasan, Kundan Krishna, Kushal Chawla

arxiv:1901.11492 v1 · 2019-01-20 · cs.LG · cs.CL · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{KNJH7GVDR66MCU5JHCTICE6V4L}

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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.
Receipt and verification
First computed 2026-05-17T23:55:01.736015Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

53527f9aa38fbcc153a938a68113d5e2eafa540a53efaae04ed0ab2009a147fa

Aliases

arxiv: 1901.11492 · arxiv_version: 1901.11492v1 · doi: 10.48550/arxiv.1901.11492 · pith_short_12: KNJH7GVDR66M · pith_short_16: KNJH7GVDR66MCU5J · pith_short_8: KNJH7GVD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/KNJH7GVDR66MCU5JHCTICE6V4L \
  | 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: 53527f9aa38fbcc153a938a68113d5e2eafa540a53efaae04ed0ab2009a147fa
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "14b287bdd6be0374ec6b826c2a16bae057719229b55a3569238abf70bcc0c8c7",
    "cross_cats_sorted": [
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-01-20T18:50:58Z",
    "title_canon_sha256": "f798ce5c4356cd8083cf57ecb8926399a6a26a9696df7c0ce54ac3ce63411bd4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.11492",
    "kind": "arxiv",
    "version": 1
  }
}