Pith Number

pith:7OB6TWNU

pith:2024:7OB6TWNUDFCLFVCXNJMAFN6YLH

not attested not anchored not stored refs pending

Softmax is not Enough (for Sharp Size Generalisation)

Christos Perivolaropoulos, Federico Barbero, Petar Veli\v{c}kovi\'c, Razvan Pascanu

arxiv:2410.01104 v3 · 2024-10-01 · cs.LG · cs.AI · cs.IT · math.IT

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7OB6TWNUDFCLFVCXNJMAFN6YLH}

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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

4 papers in Pith

Can Language Models Actually Retrieve In-Context? Drowning in Documents at Million Token Scale

Remember to Forget: Gated Adaptive Positional Encoding

MAST: Mask-Guided Attention Mass Allocation for Training-Free Multi-Style Transfer

A Mechanistic Analysis of Looped Reasoning Language Models

Receipt and verification

First computed	2026-07-05T11:13:13.274047Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fb83e9d9b41944b2d4576a5802b7d859c45dcf93c35022afa6f94818a69a98cc

Aliases

arxiv: 2410.01104 · arxiv_version: 2410.01104v3 · doi: 10.48550/arxiv.2410.01104 · pith_short_12: 7OB6TWNUDFCL · pith_short_16: 7OB6TWNUDFCLFVCX · pith_short_8: 7OB6TWNU

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/7OB6TWNUDFCLFVCXNJMAFN6YLH \
  | 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: fb83e9d9b41944b2d4576a5802b7d859c45dcf93c35022afa6f94818a69a98cc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c3c876654aea82a3baa71446c4b82dfbd7fd56f86d3ed4c6a6540868fa8bcbda",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IT",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-01T22:22:35Z",
    "title_canon_sha256": "b09ad52592cd95c44a440915a6b3266c3924ad433b6e2a9b14b2549a5eb1f35c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01104",
    "kind": "arxiv",
    "version": 3
  }
}