Pith Number

pith:NURXSKCP

pith:2024:NURXSKCPCNULXG2H5E42U2F57O

not attested not anchored not stored refs pending

Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers

Bernal Jim\'enez Guti\'errez, Shijie Chen, Yu Su

arxiv:2410.02642 v2 · 2024-10-03 · cs.CL · cs.IR

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\usepackage{pith}
\pithnumber{NURXSKCPCNULXG2H5E42U2F57O}

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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

Test-Time Training for Zero-Resource Dense Retrieval Reranking

Lost at the End: Primacy Bias in Multimodal Retrieval-Augmented Question Answering

Where Relevance Emerges: A Layer-Wise Study of Internal Attention for Zero-Shot Re-Ranking

Rethinking the Necessity of Adaptive Retrieval-Augmented Generation through the Lens of Adaptive Listwise Ranking

Receipt and verification

First computed	2026-07-05T10:22:05.672495Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d2379284f1368bb9b47e939aa68bdfb9ac5dfb9b1724922150b991125a92ec5

Aliases

arxiv: 2410.02642 · arxiv_version: 2410.02642v2 · doi: 10.48550/arxiv.2410.02642 · pith_short_12: NURXSKCPCNUL · pith_short_16: NURXSKCPCNULXG2H · pith_short_8: NURXSKCP

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/NURXSKCPCNULXG2H5E42U2F57O \
  | 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: 6d2379284f1368bb9b47e939aa68bdfb9ac5dfb9b1724922150b991125a92ec5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4bf157bb0f1d2910f00d562e06b76662732b9a4cb294c1a4850a565f74899fd5",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-03T16:25:37Z",
    "title_canon_sha256": "c0b8e77d85f04ac6d195c0da757e391076aaa9f4c7e90cd5839c9ac8d4e4d48c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.02642",
    "kind": "arxiv",
    "version": 2
  }
}