Pith. sign in
Pith Number

pith:UI44JPAM

pith:2021:UI44JPAMHIHVUYHY7GZE7NOCYN
not attested not anchored not stored refs pending

TransfoRNN: Capturing the Sequential Information in Self-Attention Representations for Language Modeling

Junjie Wang, Lin Yang, Tze Yuang Chong, Xuyang Wang

arxiv:2104.01572 v1 · 2021-04-04 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{UI44JPAMHIHVUYHY7GZE7NOCYN}

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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 2026-07-05T02:29:01.461159Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a239c4bc0c3a0f5a60f8f9b24fb5c2c37ee80f715d40009443c23206d85c6859

Aliases

arxiv: 2104.01572 · arxiv_version: 2104.01572v1 · doi: 10.48550/arxiv.2104.01572 · pith_short_12: UI44JPAMHIHV · pith_short_16: UI44JPAMHIHVUYHY · pith_short_8: UI44JPAM
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/UI44JPAMHIHVUYHY7GZE7NOCYN \
  | 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: a239c4bc0c3a0f5a60f8f9b24fb5c2c37ee80f715d40009443c23206d85c6859
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2964394c4770e06a87d3c50361bdd56a0041833b65fed19745f35ef923cb5f2c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-04-04T09:31:18Z",
    "title_canon_sha256": "b9a861b3dbe903f2df0e65202a662e06eb22ce4156057ae5bc5bab626dce6147"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.01572",
    "kind": "arxiv",
    "version": 1
  }
}