pith. sign in
Pith Number

pith:MN7CI5FA

pith:2020:MN7CI5FARGDGDR3L5J662VQFRH
not attested not anchored not stored refs pending

Contextualized Attention-based Knowledge Transfer for Spoken Conversational Question Answering

Chenyu You, Nuo Chen, Yuexian Zou

arxiv:2010.11066 v4 · 2020-10-21 · cs.CL · cs.AI · cs.IR · cs.LG · cs.SD · eess.AS

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MN7CI5FARGDGDR3L5J662VQFRH}

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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 2026-07-05T02:52:00.011882Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

637e2474a0898661c76bea7ded560589f383669582e576a045d710e8afb17e73

Aliases

arxiv: 2010.11066 · arxiv_version: 2010.11066v4 · doi: 10.48550/arxiv.2010.11066 · pith_short_12: MN7CI5FARGDG · pith_short_16: MN7CI5FARGDGDR3L · pith_short_8: MN7CI5FA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MN7CI5FARGDGDR3L5J662VQFRH \
  | 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: 637e2474a0898661c76bea7ded560589f383669582e576a045d710e8afb17e73
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "040b93fbc0425deb8cb2786d3cd2e641a1cc4b50d0d19cdaffd7d7d035b0dde8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR",
      "cs.LG",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-10-21T15:17:18Z",
    "title_canon_sha256": "5a67a1e9c808dcd9285fd2d6a61172d3484c6d724a6d9383daa2d69d6d9f89fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.11066",
    "kind": "arxiv",
    "version": 4
  }
}