Pith Number

pith:DFRYGFCH

pith:2023:DFRYGFCH4YSX4KDA6FEMN32G5A

not attested not anchored not stored refs pending

Massively Multilingual Shallow Fusion with Large Language Models

Andrew M. Dai, Bo Li, Ke Hu, Nan Du, Rodrigo Cabrera, Tara N. Sainath, Trevor Strohman, Yanping Huang, Yu Zhang, Zhifeng Chen

arxiv:2302.08917 v1 · 2023-02-17 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DFRYGFCH4YSX4KDA6FEMN32G5A}

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	2026-07-05T05:42:56.553180Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1963831447e6257e2860f148c6ef46e8355dcfb61b62e4816b16a5b039d98821

Aliases

arxiv: 2302.08917 · arxiv_version: 2302.08917v1 · doi: 10.48550/arxiv.2302.08917 · pith_short_12: DFRYGFCH4YSX · pith_short_16: DFRYGFCH4YSX4KDA · pith_short_8: DFRYGFCH

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/DFRYGFCH4YSX4KDA6FEMN32G5A \
  | 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: 1963831447e6257e2860f148c6ef46e8355dcfb61b62e4816b16a5b039d98821

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ac2b7735f2f4e9996b775cae3c1c17b49e89b0931f3dbc6ce4d9e7655eca9e7d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-02-17T14:46:38Z",
    "title_canon_sha256": "1f11e2c30a67b58edd5dbf20fca834071056666b489e6362b3e7ae700d476edc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.08917",
    "kind": "arxiv",
    "version": 1
  }
}