Pith Number

pith:X2VFSP32

pith:2023:X2VFSP32JW7IFT6QEL7XIJXUTJ

not attested not anchored not stored refs pending

AttentionMix: Data augmentation method that relies on BERT attention mechanism

Dominik Lewy, Jacek Ma\'ndziuk

arxiv:2309.11104 v1 · 2023-09-20 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X2VFSP32JW7IFT6QEL7XIJXUTJ}

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.

Receipt and verification

First computed	2026-07-05T06:52:31.203175Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

beaa593f7a4dbe82cfd022ff7426f49a6f665ef2a147945bbc15c830b33482e7

Aliases

arxiv: 2309.11104 · arxiv_version: 2309.11104v1 · doi: 10.48550/arxiv.2309.11104 · pith_short_12: X2VFSP32JW7I · pith_short_16: X2VFSP32JW7IFT6Q · pith_short_8: X2VFSP32

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/X2VFSP32JW7IFT6QEL7XIJXUTJ \
  | 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: beaa593f7a4dbe82cfd022ff7426f49a6f665ef2a147945bbc15c830b33482e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "28d297a7c07ccc528328503b5d38e086ef791ccbb47c498e20eb6c974ee52cb0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-20T07:18:53Z",
    "title_canon_sha256": "12baf07d99b8b81092779ab2b4eed311172e40e49f28e198649ff8ef66967961"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.11104",
    "kind": "arxiv",
    "version": 1
  }
}