Pith Number

pith:MFHKBUJC

pith:2020:MFHKBUJCBQ45ELWL6LI42RDL37

not attested not anchored not stored refs pending

Memformer: A Memory-Augmented Transformer for Sequence Modeling

Alborz Geramifard, Jing Gu, Kun Qian, Qingyang Wu, Zhenzhong Lan, Zhou Yu

arxiv:2010.06891 v2 · 2020-10-14 · 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{MFHKBUJCBQ45ELWL6LI42RDL37}

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

3 papers in Pith

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

Titans: Learning to Memorize at Test Time

Universal Transformers Need Memory: Depth-State Trade-offs in Adaptive Recursive Reasoning

Receipt and verification

First computed	2026-07-05T04:14:22.726372Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

614ea0d1220c39d22ecbf2d1cd446bdffc89f877a85d80c89a562917ac4c5595

Aliases

arxiv: 2010.06891 · arxiv_version: 2010.06891v2 · doi: 10.48550/arxiv.2010.06891 · pith_short_12: MFHKBUJCBQ45 · pith_short_16: MFHKBUJCBQ45ELWL · pith_short_8: MFHKBUJC

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/MFHKBUJCBQ45ELWL6LI42RDL37 \
  | 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: 614ea0d1220c39d22ecbf2d1cd446bdffc89f877a85d80c89a562917ac4c5595

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4bcdba76399214fad8eee638c49f1ab617bb2f5130a5cd8e40d7454ef1a41753",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-10-14T09:03:36Z",
    "title_canon_sha256": "2f0ab1ef3efd6549bbebe0df4d36ef9693287346641232326e2846e592caaea4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.06891",
    "kind": "arxiv",
    "version": 2
  }
}