Pith. sign in
Pith Number

pith:D43HBNH4

pith:2022:D43HBNH4AQ5A4YDSJ2DYC23ACH
not attested not anchored not stored refs pending

The Implicit Length Bias of Label Smoothing on Beam Search Decoding

Bowen Liang, Pidong Wang, Yuan Cao

arxiv:2205.00659 v1 · 2022-05-02 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{D43HBNH4AQ5A4YDSJ2DYC23ACH}

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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 2026-07-05T04:19:15.225193Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1f3670b4fc043a0e60724e87816b6011c70458b183424fac41f44fb70bf57d81

Aliases

arxiv: 2205.00659 · arxiv_version: 2205.00659v1 · doi: 10.48550/arxiv.2205.00659 · pith_short_12: D43HBNH4AQ5A · pith_short_16: D43HBNH4AQ5A4YDS · pith_short_8: D43HBNH4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/D43HBNH4AQ5A4YDSJ2DYC23ACH \
  | 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: 1f3670b4fc043a0e60724e87816b6011c70458b183424fac41f44fb70bf57d81
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ca0dbde5b3ec73a1c3ae56acd99e87a7feabdd3f670682c53ae5e92c8f929cf6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-05-02T05:25:56Z",
    "title_canon_sha256": "8ccc8fd3084081b3308cad6e3091f527d7e160fc5dd6d3bf622d276642b9ba7f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.00659",
    "kind": "arxiv",
    "version": 1
  }
}