Pith Number

pith:CW3IKBEH

pith:2024:CW3IKBEHPUL5Y3UDVZ6ILT7M2C

not attested not anchored not stored refs pending

Attention as an RNN

Frederick Tung, Greg Mori, Hossein Hajimirsadeghi, Leo Feng, Mohamed Osama Ahmed, Yoshua Bengio

arxiv:2405.13956 v2 · 2024-05-22 · 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{CW3IKBEHPUL5Y3UDVZ6ILT7M2C}

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

MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent

ELSA: Exact Linear-Scan Attention for Fast and Memory-Light Vision Transformers

Receipt and verification

First computed	2026-07-05T08:24:06.148780Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

15b68504877d17dc6e83ae7c85cfecd0b9739e7834a30f1021b2e95f464f2749

Aliases

arxiv: 2405.13956 · arxiv_version: 2405.13956v2 · doi: 10.48550/arxiv.2405.13956 · pith_short_12: CW3IKBEHPUL5 · pith_short_16: CW3IKBEHPUL5Y3UD · pith_short_8: CW3IKBEH

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/CW3IKBEHPUL5Y3UDVZ6ILT7M2C \
  | 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: 15b68504877d17dc6e83ae7c85cfecd0b9739e7834a30f1021b2e95f464f2749

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b3ebcb8eceec69dfc9efaa7b64656e6de738b9a83aaf39e2cc3b81007506914",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-22T19:45:01Z",
    "title_canon_sha256": "edc833e7aaffd91a68acdf7962ec318bc5bb19c46e7768b552d6b9c327808e6f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.13956",
    "kind": "arxiv",
    "version": 2
  }
}