Pith Number

pith:42YVF27V

pith:2025:42YVF27V242GJ2KYQLTAUPGCA5

not attested not anchored not stored refs pending

RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval Defects

Qingyao Ai, Weihang Su, Yiqun Liu, Yiteng Tu, Yujia Zhou

arxiv:2501.18365 v1 · 2025-01-30 · cs.CL · 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{42YVF27V242GJ2KYQLTAUPGCA5}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

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

Receipt and verification

First computed	2026-07-05T10:07:33.304567Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e6b152ebf5d73464e95882e60a3cc2076a9f453436ddd28901dcc0f9b74de640

Aliases

arxiv: 2501.18365 · arxiv_version: 2501.18365v1 · doi: 10.48550/arxiv.2501.18365 · pith_short_12: 42YVF27V242G · pith_short_16: 42YVF27V242GJ2KY · pith_short_8: 42YVF27V

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/42YVF27V242GJ2KYQLTAUPGCA5 \
  | 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: e6b152ebf5d73464e95882e60a3cc2076a9f453436ddd28901dcc0f9b74de640

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b95db00c8330c3cd3145de1946fc13829dfac30d519dd4e15587c022985de9d",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-30T14:15:09Z",
    "title_canon_sha256": "a4853dba998fafcb3894feb8069ad0eab52016bf25c35deacde1c04c068b0749"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.18365",
    "kind": "arxiv",
    "version": 1
  }
}