Pith Number

pith:H7SOOB3B

pith:2021:H7SOOB3BEBGP24UEKDZTWPTKD3

not attested not anchored not stored refs pending

BERTese: Learning to Speak to BERT

Adi Haviv, Amir Globerson, Jonathan Berant

arxiv:2103.05327 v2 · 2021-03-09 · 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{H7SOOB3BEBGP24UEKDZTWPTKD3}

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

Differentiable Prompt Learning for Vision Language Models

Receipt and verification

First computed	2026-07-05T02:22:07.661897Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3fe4e70761204cfd728450f33b3e6a1edf14d46bd259c762275dd79ab60cda84

Aliases

arxiv: 2103.05327 · arxiv_version: 2103.05327v2 · doi: 10.48550/arxiv.2103.05327 · pith_short_12: H7SOOB3BEBGP · pith_short_16: H7SOOB3BEBGP24UE · pith_short_8: H7SOOB3B

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/H7SOOB3BEBGP24UEKDZTWPTKD3 \
  | 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: 3fe4e70761204cfd728450f33b3e6a1edf14d46bd259c762275dd79ab60cda84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c3b8151f1a791c673335ec4b544c6bac81158941cc02e656517df162bf44b5e1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-03-09T10:17:22Z",
    "title_canon_sha256": "be10b6f5db1f97ef2f2fb90926856b8bc26ba02d4c67735390d769af197b4d25"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.05327",
    "kind": "arxiv",
    "version": 2
  }
}