Pith Number

pith:IAEHIFEQ

pith:2025:IAEHIFEQT4N5JKQKIVZNOWUHH3

not attested not anchored not stored refs pending

A Unified Virtual Mixture-of-Experts Framework:Enhanced Inference and Hallucination Mitigation in Single-Model System

Mingyan Liu

arxiv:2504.03739 v1 · 2025-04-01 · cs.CL · cs.AI · 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{IAEHIFEQT4N5JKQKIVZNOWUHH3}

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

Think Hierarchically, Act Dynamically: Hierarchical Multi-modal Fusion and Reasoning for Vision-and-Language Navigation

Receipt and verification

First computed	2026-07-05T10:44:47.432337Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40087414909f1bd4aa0a4572d75a873ee667b64c57c1a425697a6e1d5770cb69

Aliases

arxiv: 2504.03739 · arxiv_version: 2504.03739v1 · doi: 10.48550/arxiv.2504.03739 · pith_short_12: IAEHIFEQT4N5 · pith_short_16: IAEHIFEQT4N5JKQK · pith_short_8: IAEHIFEQ

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/IAEHIFEQT4N5JKQKIVZNOWUHH3 \
  | 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: 40087414909f1bd4aa0a4572d75a873ee667b64c57c1a425697a6e1d5770cb69

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8cbc6fb6fd43a256c6fef7b941d38c6a20a9161bc5b0a2985afb96d74c9830af",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-01T11:38:01Z",
    "title_canon_sha256": "81e2391fb058bf1bc4dd480b53591d5e94f461c0b64eb1ebee884aff866c0eac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.03739",
    "kind": "arxiv",
    "version": 1
  }
}