Pith Number

pith:X2QVYOFP

pith:2024:X2QVYOFPI22MFXZMYIIL2FWGVD

not attested not anchored not stored refs pending

Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts

Alan Ritter, David Cox, Hongyin Luo, Jacob Hansen, James Glass, Junmo Kang, Leonid Karlinsky, Rameswar Panda, Rogerio Feris, Zhen Wang

arxiv:2406.12034 v2 · 2024-06-17 · 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{X2QVYOFPI22MFXZMYIIL2FWGVD}

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

2 papers in Pith

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities

PolicyLLM: Towards Excellent Comprehension of Public Policy for Large Language Models

Receipt and verification

First computed	2026-07-05T09:16:50.228167Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bea15c38af46b4c2df2cc210bd16c6a8e3a4acab80fcb0caab96a9a56e7aa3a6

Aliases

arxiv: 2406.12034 · arxiv_version: 2406.12034v2 · doi: 10.48550/arxiv.2406.12034 · pith_short_12: X2QVYOFPI22M · pith_short_16: X2QVYOFPI22MFXZM · pith_short_8: X2QVYOFP

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/X2QVYOFPI22MFXZMYIIL2FWGVD \
  | 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: bea15c38af46b4c2df2cc210bd16c6a8e3a4acab80fcb0caab96a9a56e7aa3a6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58b886d612f0e132d1c86ab7f578201abd87c8842e99bac0ec2900ee58ba3892",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-17T19:06:54Z",
    "title_canon_sha256": "4c5fb3423c3f13a9b1550acd5cc198785b643e7d933effa90744bda202673d3e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.12034",
    "kind": "arxiv",
    "version": 2
  }
}