Pith Number

pith:YEQZGOES

pith:2019:YEQZGOES4LFTZ2W7SKBCZBJ2GU

not attested not anchored not stored refs pending

Are Sixteen Heads Really Better than One?

Graham Neubig, Omer Levy, Paul Michel

arxiv:1905.10650 v3 · 2019-05-25 · 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{YEQZGOES4LFTZ2W7SKBCZBJ2GU}

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

6 papers in Pith

Voltron: Enabling Elastic Multi-Device Execution of LLM Inference for Empowered Edge Intelligence

ChessMimic: Per-Rating Transformer Models for Human Move, Clock, and Outcome Prediction in Online Blitz Chess

Do Transformer Attention Heads Provide Transparency in Abstractive Summarization?

MedCore: Boundary-Preserving Medical Core Pruning for MedSAM

HuggingFace's Transformers: State-of-the-art Natural Language Processing

Receipt and verification

First computed	2026-07-05T00:16:34.481883Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c121933892e2cb3ceadf92822c853a351fafea493a7a8fb628d6eb3bfb1c05ee

Aliases

arxiv: 1905.10650 · arxiv_version: 1905.10650v3 · doi: 10.48550/arxiv.1905.10650 · pith_short_12: YEQZGOES4LFT · pith_short_16: YEQZGOES4LFTZ2W7 · pith_short_8: YEQZGOES

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/YEQZGOES4LFTZ2W7SKBCZBJ2GU \
  | 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: c121933892e2cb3ceadf92822c853a351fafea493a7a8fb628d6eb3bfb1c05ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "000cb7c83ead54aed0523dd40371a049a4910dac1d4dd0a3c56410e3e39dfa8b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-05-25T18:27:28Z",
    "title_canon_sha256": "7ac4e39addf7c0d2c1c701db3eb2fa77476fa701782726ec8be0f25f4b9f218e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.10650",
    "kind": "arxiv",
    "version": 3
  }
}