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Pith Number

pith:AFSYYHEP

pith:2021:AFSYYHEP4WMU2H4757XARAPQPA
not attested not anchored not stored refs pending

A non-hierarchical attention network with modality dropout for textual response generation in multimodal dialogue systems

Borun Chen, Hai-Tao Zheng, Qingyu Zhou, Rongyi Sun, Yinghui Li, Yunbo Cao

arxiv:2110.09702 v2 · 2021-10-19 · cs.CL

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\usepackage{pith}
\pithnumber{AFSYYHEP4WMU2H4757XARAPQPA}

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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 2026-07-05T03:24:14.040099Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

01658c1c8fe5994d1f9fefee0881f0782c1334c9bd6c8baecdd0457477fff6ee

Aliases

arxiv: 2110.09702 · arxiv_version: 2110.09702v2 · doi: 10.48550/arxiv.2110.09702 · pith_short_12: AFSYYHEP4WMU · pith_short_16: AFSYYHEP4WMU2H47 · pith_short_8: AFSYYHEP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/AFSYYHEP4WMU2H4757XARAPQPA \
  | 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: 01658c1c8fe5994d1f9fefee0881f0782c1334c9bd6c8baecdd0457477fff6ee
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "83db0c676c214414028b23edfa6fa4bf8ad64d2cbad12cd14f60b8bb63578d9b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-10-19T03:08:16Z",
    "title_canon_sha256": "116142fe5d23762e857eb0187d99868615acbcdae07d43c2cf764e5da853843a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.09702",
    "kind": "arxiv",
    "version": 2
  }
}