Pith Number

pith:Z7UBR4VD

pith:2023:Z7UBR4VDVXTUYKCCYSZPPLAGL4

not attested not anchored not stored refs pending

DEED: Dynamic Early Exit on Decoder for Accelerating Encoder-Decoder Transformer Models

Pengkai Zhu, Peng Tang, R. Manmatha, Srikar Appalaraju, Tian Li, Vijay Mahadevan

arxiv:2311.08623 v1 · 2023-11-15 · cs.CV · 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{Z7UBR4VDVXTUYKCCYSZPPLAGL4}

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	2026-07-05T07:13:00.601698Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cfe818f2a3ade74c2842c4b2f7ac065f246d2dfa3bd806f9ad762047773250fd

Aliases

arxiv: 2311.08623 · arxiv_version: 2311.08623v1 · doi: 10.48550/arxiv.2311.08623 · pith_short_12: Z7UBR4VDVXTU · pith_short_16: Z7UBR4VDVXTUYKCC · pith_short_8: Z7UBR4VD

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/Z7UBR4VDVXTUYKCCYSZPPLAGL4 \
  | 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: cfe818f2a3ade74c2842c4b2f7ac065f246d2dfa3bd806f9ad762047773250fd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1458ab4ac3d3fe33b75865a7c530633dcaf0c9aff9f7c765a6209edf6574e359",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-11-15T01:01:02Z",
    "title_canon_sha256": "8441c8bb715f885da3e208f6c7a99f05c16f85ec10227ac68c88c229d742388b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.08623",
    "kind": "arxiv",
    "version": 1
  }
}