Paper Citation Record · LEDGER

Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:2402.00530.

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

pith.paper-citation-record.v1
2402.00530 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:46:10.901185Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 4fd4a0d7-d6b5-43f1-a44c-1b8a089b94a2 · inbound

Preference-Oriented Supervised Fine-Tuning: Favoring Target Model Over Aligned Large Language Models cites this paper.

Preference-Oriented Supervised Fine-Tuning: Favoring Target Model Over Aligned Large Language Models Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T13:44:15.441312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bcef62e-a6d8-46b4-a134-123b4cff8295 · inbound

ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance Analysis cites this paper.

ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance Analysis Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T11:59:28.298773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb667543-8b2f-401a-ab1b-4949c73ca4d2 · inbound

InfiFusion: A Unified Framework for Enhanced Cross-Model Reasoning via LLM Fusion cites this paper.

InfiFusion: A Unified Framework for Enhanced Cross-Model Reasoning via LLM Fusion Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T22:08:34.870800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d31ed7c8-b58b-43ea-af7d-f97174656187 · inbound

Self-Instruct Few-Shot Jailbreaking: Decompose the Attack into Pattern and Behavior Learning cites this paper.

Self-Instruct Few-Shot Jailbreaking: Decompose the Attack into Pattern and Behavior Learning Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:52.792439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9eb0aea-90fe-45b2-bbbd-1d3a9fc9b516 · inbound

R.I.P.: Better Models by Survival of the Fittest Prompts cites this paper.

R.I.P.: Better Models by Survival of the Fittest Prompts Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T23:02:23.337220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 456a8b17-f290-4093-9c35-94f64684e4fe · inbound

DONOD: Efficient and Generalizable Instruction Fine-Tuning for LLMs via Model-Intrinsic Dataset Pruning cites this paper.

DONOD: Efficient and Generalizable Instruction Fine-Tuning for LLMs via Model-Intrinsic Dataset Pruning Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T11:46:10.901185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37f21c5f-2ae7-4b71-b451-bc0154716b35 · inbound

Generalizing Large Language Model Usability Across Resource-Constrained cites this paper.

Generalizing Large Language Model Usability Across Resource-Constrained Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-15T22:08:54.044576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 343e6c1b-da6a-4db6-baa5-94753b49e53c · inbound

A Survey of LLM $\times$ DATA cites this paper.

A Survey of LLM $\times$ DATA Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning

Reference 238

Resolution: unresolved; no resolver link, observed 2026-08-07T14:33:13.354077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2327ce6-34a5-4800-bd70-56a1f7ae1353 · inbound

GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis cites this paper.

GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:54.840814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61ed1dd4-0b42-49f7-886e-c598770d35fd · inbound

Infinity Instruct: Scaling Instruction Selection and Synthesis to Enhance Language Models cites this paper.

Infinity Instruct: Scaling Instruction Selection and Synthesis to Enhance Language Models Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T05:39:24.049508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e025c603-835d-4347-b7e3-f1551c58d54e · inbound

Hierarchical Fine-grained Preference Optimization for Physically Plausible Video Generation cites this paper.

Hierarchical Fine-grained Preference Optimization for Physically Plausible Video Generation Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-05T20:20:22.587802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 690423e3-2206-49c1-a1ec-740ff54306d3 · inbound

From Black Box to Transparency: Enhancing Automated Interpreting Assessment with Explainable AI in College Classrooms cites this paper.

From Black Box to Transparency: Enhancing Automated Interpreting Assessment with Explainable AI in College Classrooms Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:47.697396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bc546eb-1f3e-4463-9dc6-f327a3f22141 · inbound

Adversarial Arena: Crowdsourcing Data Generation through Interactive Competition cites this paper.

Adversarial Arena: Crowdsourcing Data Generation through Interactive Competition Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:10:09.433864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4b5e11fe-c8a5-4e57-a531-84948178e7d3 · inbound

Trust Functions: Near-Lossless Weak-to-Strong Generalization by Learning When to Trust the Weak Teacher cites this paper.

Trust Functions: Near-Lossless Weak-to-Strong Generalization by Learning When to Trust the Weak Teacher Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning

Reference 38

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T17:42:24.931588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b11f88f3-05d9-48fa-9ebe-8b2dd2711a8a · inbound

MentalThink: Shaping Thoughts in Mental SVG World cites this paper.

MentalThink: Shaping Thoughts in Mental SVG World Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning

Reference 187

Resolution: unresolved; no resolver link, observed 2026-07-12T01:50:59.184754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6217ca62-c7a2-4254-bd40-b0f5091a4f82 · inbound

SFGA: A Statistics-First Gating Architecture with Adjudicative Escalation for Trustworthy SFT Data Procurement cites this paper.

SFGA: A Statistics-First Gating Architecture with Adjudicative Escalation for Trustworthy SFT Data Procurement Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T13:54:03.882505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.