Pith Number

pith:ZSYLH53T

pith:2021:ZSYLH53T3G5KYDUKWBN57XW4IL

not attested not anchored not stored refs pending

Does BERT Learn as Humans Perceive? Understanding Linguistic Styles through Lexica

Dongyeop Kang, Lyle Ungar, Shirley Anugrah Hayati

arxiv:2109.02738 v2 · 2021-09-06 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZSYLH53T3G5KYDUKWBN57XW4IL}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Cited by

1 paper in Pith

Learning Explainable Dense Reward Shapes via Bayesian Optimization

Receipt and verification

First computed	2026-07-05T03:31:14.753638Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ccb0b3f773d9baac0e8ab05bdfdedc42c346bc07cfe40eb9b3504c9ed33a81e1

Aliases

arxiv: 2109.02738 · arxiv_version: 2109.02738v2 · doi: 10.48550/arxiv.2109.02738 · pith_short_12: ZSYLH53T3G5K · pith_short_16: ZSYLH53T3G5KYDUK · pith_short_8: ZSYLH53T

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZSYLH53T3G5KYDUKWBN57XW4IL \
  | 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: ccb0b3f773d9baac0e8ab05bdfdedc42c346bc07cfe40eb9b3504c9ed33a81e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "826494e606e8361a5f8493cc88af62a943a6297a5388842f6dde0ba84d8a8def",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-09-06T21:01:17Z",
    "title_canon_sha256": "35f215deaef3d3e47e2c06c45be4452b45a4b9aae6b842ed94ad636ec4437b38"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.02738",
    "kind": "arxiv",
    "version": 2
  }
}