Pith Number

pith:JBOMINV7

pith:2024:JBOMINV7QLJKP7IQGFRT33JU6W

not attested not anchored not stored refs pending

Just read twice: closing the recall gap for recurrent language models

Aaryan Singhal, Aman Timalsina, Ashish Rao, Atri Rudra, Benjamin Spector, Christopher R\'e, Sabri Eyuboglu, Simran Arora, Xinyi Zhao

arxiv:2407.05483 v1 · 2024-07-07 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JBOMINV7QLJKP7IQGFRT33JU6W}

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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

7 papers in Pith

Lifelong In-Context Learning with Transformers Requires Parametric Forms of Attention

PARTREP: Learning What to Repeat for Decoder-only LLMs

StateX: Enhancing RNN Recall via Post-training State Expansion

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

Gated Delta Networks: Improving Mamba2 with Delta Rule

Receipt and verification

First computed	2026-07-05T08:41:14.102892Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

485cc436bf82d2a7fd1031633ded34f59ae0b41f6283296145352d8ff624fa2f

Aliases

arxiv: 2407.05483 · arxiv_version: 2407.05483v1 · doi: 10.48550/arxiv.2407.05483 · pith_short_12: JBOMINV7QLJK · pith_short_16: JBOMINV7QLJKP7IQ · pith_short_8: JBOMINV7

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/JBOMINV7QLJKP7IQGFRT33JU6W \
  | 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: 485cc436bf82d2a7fd1031633ded34f59ae0b41f6283296145352d8ff624fa2f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ece68899cccaacbebb7882515dccf9419e9c06d5d7db213789ad340defb0939",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-07T19:55:09Z",
    "title_canon_sha256": "9255a364f44c19fc18058289255b873e2c6de7fa1d409ac34ccb87e423d1f4b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.05483",
    "kind": "arxiv",
    "version": 1
  }
}