Pith Number

pith:7VCS4PN7

pith:2024:7VCS4PN7CG5SU5PTHSAT5RVCU2

not attested not anchored not stored refs pending

RNNs are not Transformers (Yet): The Key Bottleneck on In-context Retrieval

Kaifeng Lyu, Kaiyue Wen, Xingyu Dang

arxiv:2402.18510 v4 · 2024-02-28 · cs.LG · cs.CL · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7VCS4PN7CG5SU5PTHSAT5RVCU2}

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

What to Keep, What to Forget: A Rate--Distortion View of Memory Compaction in LLMs and Agents

OSDN: Improving Delta Rule with Provable Online Preconditioning in Linear Attention

Kimi Linear: An Expressive, Efficient Attention Architecture

MDN: Parallelizing Stepwise Momentum for Delta Linear Attention

Receipt and verification

First computed	2026-07-05T09:45:44.969167Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fd452e3dbf11bb2a75f33c813ec6a2a6bb7e9b877f68f290251f94325443d263

Aliases

arxiv: 2402.18510 · arxiv_version: 2402.18510v4 · doi: 10.48550/arxiv.2402.18510 · pith_short_12: 7VCS4PN7CG5S · pith_short_16: 7VCS4PN7CG5SU5PT · pith_short_8: 7VCS4PN7

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/7VCS4PN7CG5SU5PTHSAT5RVCU2 \
  | 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: fd452e3dbf11bb2a75f33c813ec6a2a6bb7e9b877f68f290251f94325443d263

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb7fc42601ddc63639f2d32589f3be604132ff0c69a0af3f2f6d25c850154e62",
    "cross_cats_sorted": [
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-28T17:38:06Z",
    "title_canon_sha256": "eaf30337ec3de47b78d57493674a3872973547d299a02c5d4df220cd177de4c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.18510",
    "kind": "arxiv",
    "version": 4
  }
}