Pith Number

pith:5ZTLN3WA

pith:2019:5ZTLN3WA5STZQHC6VVLFHCP7EZ

not attested not anchored not stored refs pending

Analyzing the Structure of Attention in a Transformer Language Model

Jesse Vig, Yonatan Belinkov

arxiv:1906.04284 v2 · 2019-06-07 · cs.CL · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{5ZTLN3WA5STZQHC6VVLFHCP7EZ}

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Record completeness

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2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

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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

13 papers in Pith

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CachePrune: Privacy-Aware and Fine-Grained KV Cache Sharing for Efficient LLM Inference

CacheClip: Accelerating RAG with Effective KV Cache Reuse

The Generalization Ridge: Information Flow in Natural Language Generation

AIM-CoT: Active Information-driven Multimodal Chain-of-Thought for Vision-Language Reasoning

Receipt and verification

First computed	2026-05-17T23:42:58.031617Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee66b6eec0eca7981c5ead565389ff2655810031a5b94b637601de03046bafef

Aliases

arxiv: 1906.04284 · arxiv_version: 1906.04284v2 · doi: 10.48550/arxiv.1906.04284 · pith_short_12: 5ZTLN3WA5STZ · pith_short_16: 5ZTLN3WA5STZQHC6 · pith_short_8: 5ZTLN3WA

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/5ZTLN3WA5STZQHC6VVLFHCP7EZ \
  | 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: ee66b6eec0eca7981c5ead565389ff2655810031a5b94b637601de03046bafef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d69fae2c12483da60cf2b6f747d2ab7cd8880202cbd983dee46b3ba6e1456232",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-06-07T13:58:49Z",
    "title_canon_sha256": "8eeafd9f63e820923c5b67a556ced550aeef57939d10499e97e63c89bb7d538e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.04284",
    "kind": "arxiv",
    "version": 2
  }
}