Pith Number

pith:NCOPPE33

pith:2024:NCOPPE336LRVP7JLD6PX6WNLQN

not attested not anchored not stored refs pending

Sparsing Law: Towards Large Language Models with Greater Activation Sparsity

Chaojun Xiao, Chenyang Song, Jiansheng Wei, Liqun Deng, Maosong Sun, Xiaojun Meng, Xu Han, Yingfa Chen, Yuqi Luo, Zhiyuan Liu

arxiv:2411.02335 v4 · 2024-11-04 · cs.LG · cs.CL · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NCOPPE336LRVP7JLD6PX6WNLQN}

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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

2 papers in Pith

Resting Neurons, Active Insights: Robustifying Activation Sparsity in LLMs via Spontaneity

Receipt and verification

First computed	2026-07-05T11:29:03.365889Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

689cf7937bf2e357fd2b1f9f7f59ab83771d8da202c3d7c4bbaf6ebfc62e4cc3

Aliases

arxiv: 2411.02335 · arxiv_version: 2411.02335v4 · doi: 10.48550/arxiv.2411.02335 · pith_short_12: NCOPPE336LRV · pith_short_16: NCOPPE336LRVP7JL · pith_short_8: NCOPPE33

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/NCOPPE336LRVP7JLD6PX6WNLQN \
  | 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: 689cf7937bf2e357fd2b1f9f7f59ab83771d8da202c3d7c4bbaf6ebfc62e4cc3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94a58a53aae1141948ded0a5c2a577afafcf0b6922ce771f7c4e33c6198d7fbf",
    "cross_cats_sorted": [
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-04T17:59:04Z",
    "title_canon_sha256": "a763754eb127eb1c5c67372bcd0f3fb5e69902e340deb1a06a9c1162818234c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.02335",
    "kind": "arxiv",
    "version": 4
  }
}