Pith Number

pith:MGWANPOA

pith:2023:MGWANPOAL4ORNF2QCJWXSKZFZB

not attested not anchored not stored refs pending

Mixture of Tokens: Continuous MoE through Cross-Example Aggregation

Jakub Krajewski, Jan Ludziejewski, Kamil Ciebiera, Krystian Kr\'ol, Maciej Pi\'oro, Marek Cygan, Micha{\l} Krutul, Sebastian Jaszczur, Szymon Antoniak, Tomasz Odrzyg\'o\'zd\'z

arxiv:2310.15961 v2 · 2023-10-24 · 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{MGWANPOAL4ORNF2QCJWXSKZFZB}

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	2026-07-05T09:10:43.074727Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61ac06bdc05f1d169750126d792b25c8531f7dd72daf1e83210840951bc8ad86

Aliases

arxiv: 2310.15961 · arxiv_version: 2310.15961v2 · doi: 10.48550/arxiv.2310.15961 · pith_short_12: MGWANPOAL4OR · pith_short_16: MGWANPOAL4ORNF2Q · pith_short_8: MGWANPOA

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/MGWANPOAL4ORNF2QCJWXSKZFZB \
  | 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: 61ac06bdc05f1d169750126d792b25c8531f7dd72daf1e83210840951bc8ad86

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bbab00c34b33394c0b6b65f2d1a9308824ed7318c02b5de5d17af50a445103aa",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-24T16:03:57Z",
    "title_canon_sha256": "0c0e3dfbf7a7da0e0feb393a3c67529352b6eafd8e7c48cccd2b46a53d93ff47"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.15961",
    "kind": "arxiv",
    "version": 2
  }
}