Pith. sign in
Pith Number

pith:4TCTTKVG

pith:2021:4TCTTKVGAHCHMYWYL4UFA6ZLOQ
not attested not anchored not stored refs pending

Simple Local Attentions Remain Competitive for Long-Context Tasks

Anchit Gupta, Barlas O\u{g}uz, Diana Liskovich, Omer Levy, Wenhan Xiong, Wen-tau Yih, Xilun Chen, Yashar Mehdad

arxiv:2112.07210 v2 · 2021-12-14 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4TCTTKVGAHCHMYWYL4UFA6ZLOQ}

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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 2026-07-05T04:20:17.391542Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e4c539aaa601c47662d85f28507b2b7412abc0902640c615421832725f394ac0

Aliases

arxiv: 2112.07210 · arxiv_version: 2112.07210v2 · doi: 10.48550/arxiv.2112.07210 · pith_short_12: 4TCTTKVGAHCH · pith_short_16: 4TCTTKVGAHCHMYWY · pith_short_8: 4TCTTKVG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4TCTTKVGAHCHMYWYL4UFA6ZLOQ \
  | 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: e4c539aaa601c47662d85f28507b2b7412abc0902640c615421832725f394ac0
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "15911fe36c2d27a0b8b786c767305be5c10c4490713943b34260676952783f55",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-12-14T07:37:58Z",
    "title_canon_sha256": "b5ec810d57485169ed425a57a19431389e93904be94fa4544801736b74225848"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.07210",
    "kind": "arxiv",
    "version": 2
  }
}