Pith Number

pith:Y5KBYUFX

pith:2020:Y5KBYUFX4THZ25HJJRB5CGBLDV

not attested not anchored not stored refs pending

BERTology Meets Biology: Interpreting Attention in Protein Language Models

Ali Madani, Caiming Xiong, Jesse Vig, Lav R. Varshney, Nazneen Fatema Rajani, Richard Socher

arxiv:2006.15222 v3 · 2020-06-26 · cs.CL · cs.LG · q-bio.BM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y5KBYUFX4THZ25HJJRB5CGBLDV}

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

4 papers in Pith

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Recent Advances in Generative AI for Healthcare Applications

Retrieval and competition: how a protein foundation model starts a protein

Rethinking Attention with Performers

Receipt and verification

First computed	2026-07-05T02:26:48.702760Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c7541c50b7e4cf9d74e94c43d1182b1d7d203decc1b670a1438f1cdd61a33a7d

Aliases

arxiv: 2006.15222 · arxiv_version: 2006.15222v3 · doi: 10.48550/arxiv.2006.15222 · pith_short_12: Y5KBYUFX4THZ · pith_short_16: Y5KBYUFX4THZ25HJ · pith_short_8: Y5KBYUFX

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/Y5KBYUFX4THZ25HJJRB5CGBLDV \
  | 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: c7541c50b7e4cf9d74e94c43d1182b1d7d203decc1b670a1438f1cdd61a33a7d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a602aa7d31a1669d682d71df65abf7a26d705c8024c867bbef846b68ea9ca5b3",
    "cross_cats_sorted": [
      "cs.LG",
      "q-bio.BM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-06-26T21:50:17Z",
    "title_canon_sha256": "bd70da7bbd691456827aed20e8ab4e034de75f44ca6db1c8f0ad5b20ca445e90"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.15222",
    "kind": "arxiv",
    "version": 3
  }
}