Pith Number

pith:EW4IDPV7

pith:2022:EW4IDPV7DARZ623I5DIXLAXFLH

not attested not anchored not stored refs pending

What Language Model Architecture and Pretraining Objective Work Best for Zero-Shot Generalization?

Adam Roberts, Colin Raffel, Daniel Hesslow, Hyung Won Chung, Iz Beltagy, Julien Launay, Teven Le Scao, Thomas Wang

arxiv:2204.05832 v1 · 2022-04-12 · cs.CL · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EW4IDPV7DARZ623I5DIXLAXFLH}

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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

5 papers in Pith

The Flan Collection: Designing Data and Methods for Effective Instruction Tuning

Benchmark Data Contamination of Large Language Models: A Survey

The Falcon Series of Open Language Models

Flamingo: a Visual Language Model for Few-Shot Learning

Emergent Abilities of Large Language Models

Receipt and verification

First computed	2026-07-05T04:14:02.871571Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

25b881bebf18239f6b68e8d17582e559d58ad31ea028bb6c7022bc2d27731c82

Aliases

arxiv: 2204.05832 · arxiv_version: 2204.05832v1 · doi: 10.48550/arxiv.2204.05832 · pith_short_12: EW4IDPV7DARZ · pith_short_16: EW4IDPV7DARZ623I · pith_short_8: EW4IDPV7

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/EW4IDPV7DARZ623I5DIXLAXFLH \
  | 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: 25b881bebf18239f6b68e8d17582e559d58ad31ea028bb6c7022bc2d27731c82

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2781174c9bbd98ecb02fa44c23a12901c6f825cfc0e38f62191a8dbd4edbe684",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-04-12T14:19:49Z",
    "title_canon_sha256": "8baa98ca833925d32d95a6f837ff1e66b09e0ba00edadd9fa45e159395adaf53"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.05832",
    "kind": "arxiv",
    "version": 1
  }
}