Pith Number

pith:4TUVNUSB

pith:2024:4TUVNUSBERRTLLV3ALSQXK3KVJ

not attested not anchored not stored refs pending

Exploring Context Window of Large Language Models via Decomposed Positional Vectors

Bingbing Wang, Ji-Rong Wen, Junyi Li, Wayne Xin Zhao, Weipeng Chen, Xin Men, Zhen Tian, Zican Dong

arxiv:2405.18009 v2 · 2024-05-28 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{4TUVNUSBERRTLLV3ALSQXK3KVJ}

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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

1 paper in Pith

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis

Receipt and verification

First computed	2026-07-05T09:36:41.117618Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e4e956d241246335aebb02e50bab6aaa6e80c8e14813ddd0e0771a42ffe53d84

Aliases

arxiv: 2405.18009 · arxiv_version: 2405.18009v2 · doi: 10.48550/arxiv.2405.18009 · pith_short_12: 4TUVNUSBERRT · pith_short_16: 4TUVNUSBERRTLLV3 · pith_short_8: 4TUVNUSB

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/4TUVNUSBERRTLLV3ALSQXK3KVJ \
  | 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: e4e956d241246335aebb02e50bab6aaa6e80c8e14813ddd0e0771a42ffe53d84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02b9aba17d5efde076031311ce0e60701756f3ef65480ff44b9373f5192ebaf7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-28T09:50:46Z",
    "title_canon_sha256": "2bcbd8b0f329d68078257dd04dabcc440443d098668b5a4ed37afafeac4a10ed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.18009",
    "kind": "arxiv",
    "version": 2
  }
}