Paper Citation Record · LEDGER

Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2410.03415.

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

pith.paper-citation-record.v1
2410.03415 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:30:24.644826Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-08T23:05:44.235453Z

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 cb581d2f-5735-442e-aea0-3be5fedc44c2 · inbound

Do We Know What LLMs Don't Know? A Study of Consistency in Knowledge Probing cites this paper.

Do We Know What LLMs Don't Know? A Study of Consistency in Knowledge Probing Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:24.644826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 003f4759-e069-41a3-b2a5-b6a1e2628d3f · inbound

Just Enough Shifts: Mitigating Over-Refusal in Aligned Language Models with Targeted Representation Fine-Tuning cites this paper.

Just Enough Shifts: Mitigating Over-Refusal in Aligned Language Models with Targeted Representation Fine-Tuning Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T19:57:44.461260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29fe0c83-d3e8-4741-ba29-4c034c4cb904 · inbound

The Safety Gap Toolkit: Evaluating Hidden Dangers of Open-Source Models cites this paper.

The Safety Gap Toolkit: Evaluating Hidden Dangers of Open-Source Models Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T19:08:26.789070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae670750-b9e5-48de-b760-1dc824b64f85 · inbound

No for Some, Yes for Others: Persona Prompts and Other Sources of False Refusal in Language Models cites this paper.

No for Some, Yes for Others: Persona Prompts and Other Sources of False Refusal in Language Models Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T21:22:14.384769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89abdf4c-7e24-497c-8d70-40a69300d9f1 · inbound

Safety Geometry Collapse in Multimodal LLMs and Adaptive Drift Correction cites this paper.

Safety Geometry Collapse in Multimodal LLMs and Adaptive Drift Correction Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:58:13.593637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 02fb5d0f-425b-4f10-af5d-bac16b715a5f · inbound

Palette: A Modular, Controllable, and Efficient Framework for On-demand Authorized Safety Alignment Relaxation in LLMs cites this paper.

Palette: A Modular, Controllable, and Efficient Framework for On-demand Authorized Safety Alignment Relaxation in LLMs Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-06-30T16:04:52.592895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b0ac437c-df86-4009-8e44-d4825527af2f · inbound

AOR-Bench: Do Large Audio Language Models Over-Refuse Pseudo-Harmful Queries? cites this paper.

AOR-Bench: Do Large Audio Language Models Over-Refuse Pseudo-Harmful Queries? Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-04T07:29:39.403534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 73e919b7-2ad2-4b3b-8a04-d72341c5da32 · inbound

Pretraining Curricula Enable Selective Fine-tuning cites this paper.

Pretraining Curricula Enable Selective Fine-tuning Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation

Reference 70

Resolution: unresolved; no resolver link, observed 2026-07-11T12:36:24.747752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4a06aa8-3d92-4b71-8545-e8cb13a530b1 · inbound

Beyond Refusal: A Same-Lineage Study of Aligned and Abliterated LLMs for Vulnerability Analysis cites this paper.

Beyond Refusal: A Same-Lineage Study of Aligned and Abliterated LLMs for Vulnerability Analysis Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation

Reference 51

Resolution: metadata mismatch; local_arxiv, observed 2026-07-08T23:05:44.237269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c4b1e637-a1bd-4137-88ad-5b5e6599abde · inbound

Robust Critics: Defending LLMs Against Multi-Turn Attacks cites this paper.

Robust Critics: Defending LLMs Against Multi-Turn Attacks Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-02T13:17:53.570637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d4fd11a-f972-4e90-a9bd-57c2567a8f3b · inbound

Agent Security Needs Redefinition through a Holistic Framework cites this paper.

Agent Security Needs Redefinition through a Holistic Framework Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:45.629699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4500b69-026a-41f0-9e94-9957ea4f6771 · inbound

RoCo-ACE: Rollout-Conditioned Online Distillation for Retention-Aware Knowledge Injection cites this paper.

RoCo-ACE: Rollout-Conditioned Online Distillation for Retention-Aware Knowledge Injection Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-02T11:50:15.657214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.