Pith Number

pith:ZL5J2VQZ

pith:2021:ZL5J2VQZMOVIZZ4IGLW5NWYKZZ

not attested not anchored not stored refs pending

Bayesian Transformer Language Models for Speech Recognition

Boyang Xue, Helen Meng, Jianwei Yu, Junhao Xu, Mengzhe Geng, Shansong Liu, Shoukang Hu, Xunying Liu, Zi Ye

arxiv:2102.04754 v1 · 2021-02-09 · 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{ZL5J2VQZMOVIZZ4IGLW5NWYKZZ}

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	2026-07-05T02:14:04.408749Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cafa9d561963aa8ce78832edd6db0ace67c93ec6ae84b205ca8708873be770d4

Aliases

arxiv: 2102.04754 · arxiv_version: 2102.04754v1 · doi: 10.48550/arxiv.2102.04754 · pith_short_12: ZL5J2VQZMOVI · pith_short_16: ZL5J2VQZMOVIZZ4I · pith_short_8: ZL5J2VQZ

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/ZL5J2VQZMOVIZZ4IGLW5NWYKZZ \
  | 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: cafa9d561963aa8ce78832edd6db0ace67c93ec6ae84b205ca8708873be770d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "935ac60e91b6398aead939f92cbf86289f0ba37c50c4c34a64756e865a872104",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-02-09T10:55:27Z",
    "title_canon_sha256": "c03997691b55cb74d6bc8ef699214c94cb083fb8cf5adb6cd62887d855ea192f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.04754",
    "kind": "arxiv",
    "version": 1
  }
}