Pith Number

pith:3KTX7EDY

pith:2024:3KTX7EDYFPE5ZZYR735XOOUV2A

not attested not anchored not stored refs pending

Linear Transformers with Learnable Kernel Functions are Better In-Context Models

Alexey Gorbatovski, Boris Shaposhnikov, Daniil Gavrilov, Nikita Balagansky, Sofia Maria Lo Cicero Vaina, Yaroslav Aksenov

arxiv:2402.10644 v2 · 2024-02-16 · cs.LG · 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{3KTX7EDYFPE5ZZYR735XOOUV2A}

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

2 papers in Pith

Titans: Learning to Memorize at Test Time

Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Receipt and verification

First computed	2026-07-05T08:27:46.179692Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

daa77f90782bc9dce711fefb773a95d01ac2d86cc1b7b20bbeb235fbcd02f3ce

Aliases

arxiv: 2402.10644 · arxiv_version: 2402.10644v2 · doi: 10.48550/arxiv.2402.10644 · pith_short_12: 3KTX7EDYFPE5 · pith_short_16: 3KTX7EDYFPE5ZZYR · pith_short_8: 3KTX7EDY

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/3KTX7EDYFPE5ZZYR735XOOUV2A \
  | 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: daa77f90782bc9dce711fefb773a95d01ac2d86cc1b7b20bbeb235fbcd02f3ce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e3eec5b51000c17805255db34e950b762819fd9dc0f0e39e338884523d25953",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-16T12:44:15Z",
    "title_canon_sha256": "5cce57edcdf992de0fef5de7b750dd07b463b55aa9d77b267b9bdf6614ff3e5b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.10644",
    "kind": "arxiv",
    "version": 2
  }
}