Pith Number

pith:GD7R4NKT

pith:2024:GD7R4NKT23BWITOAO4FMRV7JC6

not attested not anchored not stored refs pending

MH-MoE: Multi-Head Mixture-of-Experts

Furu Wei, Shaohan Huang, Shuming Ma, Xun Wu

arxiv:2411.16205 v3 · 2024-11-25 · 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{GD7R4NKT23BWITOAO4FMRV7JC6}

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.

Cited by

1 paper in Pith

CoGR-MoE: Concept-Guided Expert Routing with Consistent Selection and Flexible Reasoning for Visual Question Answering

Receipt and verification

First computed	2026-07-05T09:41:46.675412Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30ff1e3553d6c3644dc0770ac8d7e917a9058f72d30924ead1ce87cc909dfdf0

Aliases

arxiv: 2411.16205 · arxiv_version: 2411.16205v3 · doi: 10.48550/arxiv.2411.16205 · pith_short_12: GD7R4NKT23BW · pith_short_16: GD7R4NKT23BWITOA · pith_short_8: GD7R4NKT

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/GD7R4NKT23BWITOAO4FMRV7JC6 \
  | 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: 30ff1e3553d6c3644dc0770ac8d7e917a9058f72d30924ead1ce87cc909dfdf0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "762670deff0754fe3c9e4ecffeb325e62c10d48a91e026c9d08de6b9276e2b65",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-25T09:05:36Z",
    "title_canon_sha256": "9955ad8fb588d496224567aee19265927f75afa5736c1c591fc694b1d4ec1ea9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.16205",
    "kind": "arxiv",
    "version": 3
  }
}