Pith Number

pith:H5K66YRU

pith:2021:H5K66YRUND4NB5C7TAZ54ALQHF

not attested not anchored not stored refs pending

Mind the Gap: Assessing Temporal Generalization in Neural Language Models

Adam Liska, Adhiguna Kuncoro, Angeliki Lazaridou, Cyprien de Masson d'Autume, Dani Yogatama, Devang Agrawal, Elena Gribovskaya, Kris Cao, Mai Gimenez, Phil Blunsom, Sebastian Ruder, Susannah Young, Tayfun Terzi, Tomas Kocisky

arxiv:2102.01951 v2 · 2021-02-03 · cs.CL · cs.AI

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

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\usepackage{pith}
\pithnumber{H5K66YRUND4NB5C7TAZ54ALQHF}

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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

8 papers in Pith

KARLA: Knowledge-base Augmented Retrieval for Language Models

Mechanism Plausibility in Generative Agent-Based Modeling

Improving language models by retrieving from trillions of tokens

Mechanism Plausibility in Generative Agent-Based Modeling

LaMDA: Language Models for Dialog Applications

Receipt and verification

First computed	2026-07-05T03:25:50.235260Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3f55ef623468f8d0f45f9833de0170394a4ba2c45ffb446b8dde4d514eb9a1a2

Aliases

arxiv: 2102.01951 · arxiv_version: 2102.01951v2 · doi: 10.48550/arxiv.2102.01951 · pith_short_12: H5K66YRUND4N · pith_short_16: H5K66YRUND4NB5C7 · pith_short_8: H5K66YRU

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/H5K66YRUND4NB5C7TAZ54ALQHF \
  | 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: 3f55ef623468f8d0f45f9833de0170394a4ba2c45ffb446b8dde4d514eb9a1a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "55f59b16efbb1c43dd9c1f7c76ce43f27418382a51675c0366af2c1a69b2e111",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-02-03T09:01:49Z",
    "title_canon_sha256": "e15d4262927796a1ccebc26a003f564feb2da4415df9c15ff8276e271f8c7faa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.01951",
    "kind": "arxiv",
    "version": 2
  }
}