Pith Number

pith:2LHIJ7AS

pith:2019:2LHIJ7ASYWPL2SAKNWL5RFVK75

not attested not anchored not stored refs pending

Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context

Jaime Carbonell, Quoc V. Le, Ruslan Salakhutdinov, Yiming Yang, Zhilin Yang, Zihang Dai

arxiv:1901.02860 v3 · 2019-01-09 · cs.LG · cs.CL · stat.ML

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\usepackage{pith}
\pithnumber{2LHIJ7ASYWPL2SAKNWL5RFVK75}

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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

39 papers in Pith

Augmenting Self-attention with Persistent Memory

False Alarms, Real Damage: Adversarial Attacks Using LLM-based Models on Text-based Cyber Threat Intelligence Systems

LakhNES: Improving multi-instrumental music generation with cross-domain pre-training

R-Transformer: Recurrent Neural Network Enhanced Transformer

Agglomerative Attention

Receipt and verification

First computed	2026-05-17T23:44:29.634168Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d2ce84fc12c59ebd480a6d97d896aaff4b172a5df81fed783edfa8afefb9939c

Aliases

arxiv: 1901.02860 · arxiv_version: 1901.02860v3 · doi: 10.48550/arxiv.1901.02860 · pith_short_12: 2LHIJ7ASYWPL · pith_short_16: 2LHIJ7ASYWPL2SAK · pith_short_8: 2LHIJ7AS

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/2LHIJ7ASYWPL2SAKNWL5RFVK75 \
  | 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: d2ce84fc12c59ebd480a6d97d896aaff4b172a5df81fed783edfa8afefb9939c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1be40747d33be11293c75e4a19ad3573657e67ecba9d9d047d5af2591d95c2bc",
    "cross_cats_sorted": [
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-01-09T18:28:19Z",
    "title_canon_sha256": "1bf7f897a9ed43505f9fb7a4c2076daecf84141720adf96ea983278240ab576f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.02860",
    "kind": "arxiv",
    "version": 3
  }
}