Pith Number

pith:VGWLD6FT

pith:2022:VGWLD6FT23EV2OBMZWBBT4A7QX

not attested not anchored not stored refs pending

AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation

Ahmed Hassan Awadallah, Ganesh Jawahar, Jianfeng Gao, Laks V. S. Lakshmanan, Muhammad Abdul-Mageed, Sebastien Bubeck, Subhabrata Mukherjee, XiaoDong Liu, Young Jin Kim

arxiv:2210.07535 v2 · 2022-10-14 · 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{VGWLD6FT23EV2OBMZWBBT4A7QX}

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

Hecto: Modular Sparse Experts for Adaptive and Interpretable Reasoning

Receipt and verification

First computed	2026-07-05T06:18:36.571281Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9acb1f8b3d6c95d382ccd8219f01f85dd3419facbfa0970fcf918f967b1466c

Aliases

arxiv: 2210.07535 · arxiv_version: 2210.07535v2 · doi: 10.48550/arxiv.2210.07535 · pith_short_12: VGWLD6FT23EV · pith_short_16: VGWLD6FT23EV2OBM · pith_short_8: VGWLD6FT

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/VGWLD6FT23EV2OBMZWBBT4A7QX \
  | 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: a9acb1f8b3d6c95d382ccd8219f01f85dd3419facbfa0970fcf918f967b1466c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f08dcdfa3dc4f62f14244843314f32aa95683878815df65639fb54aef5d3ce84",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-14T05:32:17Z",
    "title_canon_sha256": "c266cb6f50d194e510553dd7833d5dda7ecc301fba3f9a3a078486d52b230ee2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.07535",
    "kind": "arxiv",
    "version": 2
  }
}