Pith Number

pith:PSQSOKGJ

pith:2021:PSQSOKGJ6QPPOLSC5Y6SWXPXBG

not attested not anchored not stored refs pending

BERT Busters: Outlier Dimensions that Disrupt Transformers

Anna Rogers, Anna Rumshisky, Olga Kovaleva, Saurabh Kulshreshtha

arxiv:2105.06990 v2 · 2021-05-14 · 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{PSQSOKGJ6QPPOLSC5Y6SWXPXBG}

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

3 papers in Pith

Massive Activations Are Architecturally Robust: A Controlled Scratch/Commitment Residual Stream Test

LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale

Eliciting Latent Predictions from Transformers with the Tuned Lens

Receipt and verification

First computed	2026-07-05T02:45:50.155961Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ca12728c9f41ef72e42ee3d2b5df709ac3b27d50458bc215fddb58296eabf7d

Aliases

arxiv: 2105.06990 · arxiv_version: 2105.06990v2 · doi: 10.48550/arxiv.2105.06990 · pith_short_12: PSQSOKGJ6QPP · pith_short_16: PSQSOKGJ6QPPOLSC · pith_short_8: PSQSOKGJ

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/PSQSOKGJ6QPPOLSC5Y6SWXPXBG \
  | 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: 7ca12728c9f41ef72e42ee3d2b5df709ac3b27d50458bc215fddb58296eabf7d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "560d177629262e1e7524c54700b3db441c013b86e3c40d5a5b0a34e575518236",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-05-14T17:54:28Z",
    "title_canon_sha256": "fd765ba8f9e48937d608505bd2d442afaf240557d22431a8bf3b1b2652c93903"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.06990",
    "kind": "arxiv",
    "version": 2
  }
}