Paper Citation Record · LEDGER

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

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2501.18365.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2501.18365 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:53:18.188311Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-10T08:27:51.803535Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation d8a35478-b016-4a68-bffc-6a9a2bed20a5 · inbound

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation cites this paper.

Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval Defects

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:18.188311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f01dbc43-3cd6-4070-9df6-d6533c209f63 · inbound

Decoupling Reasoning and Knowledge Injection for In-Context Knowledge Editing cites this paper.

Decoupling Reasoning and Knowledge Injection for In-Context Knowledge Editing RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval Defects

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:18.029468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0341e5a-d1fa-4cef-847e-3a99a6a74656 · inbound

Magic Mushroom: A Customizable Benchmark for Fine-grained Analysis of Retrieval Noise Erosion in RAG Systems cites this paper.

Magic Mushroom: A Customizable Benchmark for Fine-grained Analysis of Retrieval Noise Erosion in RAG Systems RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval Defects

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T10:57:26.938876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 222bff47-b103-4f10-a3bf-179e8ef9f526 · inbound

Dynamic and Parametric Retrieval-Augmented Generation cites this paper.

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

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T05:54:56.347544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbb09c14-c6a4-43f2-9670-283371cb059c · inbound

Rethinking the Necessity of Adaptive Retrieval-Augmented Generation through the Lens of Adaptive Listwise Ranking cites this paper.

Rethinking the Necessity of Adaptive Retrieval-Augmented Generation through the Lens of Adaptive Listwise Ranking RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval Defects

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-10T08:27:51.804990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8fb240dc-1362-4d60-920a-2c3214c43402 · inbound

Certified Domain Consistency for Multi-Domain Retrieval: Label-Free Per-Domain Contamination Control with Conformal Risk Guarantees cites this paper.

Certified Domain Consistency for Multi-Domain Retrieval: Label-Free Per-Domain Contamination Control with Conformal Risk Guarantees RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval Defects

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-02T05:55:33.938841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.