Pith Number

pith:4W5GJPK6

pith:2025:4W5GJPK6FUBVA72ZNATEPW4LZ6

not attested not anchored not stored refs pending

Federated Learning-Enabled Hybrid Language Models for Communication-Efficient Token Transmission

Dusit Niyato, Faranaksadat Solat, H. Vincent Poor, Joohyung Lee, Mohamed Seif

arxiv:2507.00082 v1 · 2025-06-30 · cs.LG · cs.AI · 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{4W5GJPK6FUBVA72ZNATEPW4LZ6}

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	2026-07-05T11:29:36.547266Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e5ba64bd5e2d03507f59682647db8bcfba595a89a2082eba7558cfb55a74fcba

Aliases

arxiv: 2507.00082 · arxiv_version: 2507.00082v1 · doi: 10.48550/arxiv.2507.00082 · pith_short_12: 4W5GJPK6FUBV · pith_short_16: 4W5GJPK6FUBVA72Z · pith_short_8: 4W5GJPK6

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/4W5GJPK6FUBVA72ZNATEPW4LZ6 \
  | 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: e5ba64bd5e2d03507f59682647db8bcfba595a89a2082eba7558cfb55a74fcba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2f83eb729671fd148d9581e006ae8e4e0b3ea3e854775537ea16af61a4a0e029",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-30T02:56:11Z",
    "title_canon_sha256": "2ac2b20b1e04c55fa6503529aba6c31d2aacf0213ffb7ee525e7d85c517b8598"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.00082",
    "kind": "arxiv",
    "version": 1
  }
}