Pith Number

pith:YL3UL7NE

pith:2023:YL3UL7NEU4SM5Z3OIPVBPZRKI3

not attested not anchored not stored refs pending

Text Retrieval with Multi-Stage Re-Ranking Models

Kenichi Yokote, Osamu Imaichi, Yasuhiro Sogawa, Yuichi Sasazawa

arxiv:2311.07994 v1 · 2023-11-14 · cs.IR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YL3UL7NEU4SM5Z3OIPVBPZRKI3}

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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

Optimizing Multi-Stage Language Models for Effective Text Retrieval

Receipt and verification

First computed	2026-07-05T07:12:26.887432Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c2f745fda4a724cee76e43ea17e62a46f356a6af2336ba160c2380911c1c5508

Aliases

arxiv: 2311.07994 · arxiv_version: 2311.07994v1 · doi: 10.48550/arxiv.2311.07994 · pith_short_12: YL3UL7NEU4SM · pith_short_16: YL3UL7NEU4SM5Z3O · pith_short_8: YL3UL7NE

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/YL3UL7NEU4SM5Z3OIPVBPZRKI3 \
  | 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: c2f745fda4a724cee76e43ea17e62a46f356a6af2336ba160c2380911c1c5508

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b3e6244c47d34939a5ca2ac1aedd3c00cfca99e68378b7fbd9b6392c06b334d3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-11-14T08:47:51Z",
    "title_canon_sha256": "152ecf63bc6238fa12139b27cbb3d914beb280eda4250b98bef04e3a59ca6e94"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.07994",
    "kind": "arxiv",
    "version": 1
  }
}