Pith Number

pith:FFT6PXEU

pith:2019:FFT6PXEU6JVHN3VRTSPH7DYODG

not attested not anchored not stored refs pending

Generalization through Memorization: Nearest Neighbor Language Models

Dan Jurafsky, Luke Zettlemoyer, Mike Lewis, Omer Levy, Urvashi Khandelwal

arxiv:1911.00172 v2 · 2019-11-01 · cs.CL

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\usepackage{pith}
\pithnumber{FFT6PXEU6JVHN3VRTSPH7DYODG}

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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

30 papers in Pith

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InduceKV: Fixed-Footprint Continual Adaptation of Multimodal LLMs via Inducing KV Memories

A Hippocampus for Linear Attention: An Exact Memory for What the Recurrent State Forgets

Epistemic Injustice in Language Models: An Audit of Pretraining Filters and Guardrails

Receipt and verification

First computed	2026-07-05T00:41:00.167330Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2967e7dc94f26a76eeb19c9e7f8f0e1992a98e7342e81fe9c0dfed4a5b237c27

Aliases

arxiv: 1911.00172 · arxiv_version: 1911.00172v2 · doi: 10.48550/arxiv.1911.00172 · pith_short_12: FFT6PXEU6JVH · pith_short_16: FFT6PXEU6JVHN3VR · pith_short_8: FFT6PXEU

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/FFT6PXEU6JVHN3VRTSPH7DYODG \
  | 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: 2967e7dc94f26a76eeb19c9e7f8f0e1992a98e7342e81fe9c0dfed4a5b237c27

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "73531ebc23e73d63ee031c4275d967450b5067f2b67e8cc4245554b8c5708183",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-11-01T01:09:53Z",
    "title_canon_sha256": "12761e99e360fb75e7d4928602e47fe7cd4a5d20f62fcbad4d821308cfa4dd3c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.00172",
    "kind": "arxiv",
    "version": 2
  }
}