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Paper Citation Record · LEDGER

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

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 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 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:33:13.354077Z

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 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.

source=pdf_text observed=2026-08-07T14:33:13.354077Z digest=sha256:a41b7c29c90ba80d12aeaf6cc0c81faacb7ab4a870d1b7cbda22c9b8db4fef31

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.

source=arxiv_source observed=2026-08-07T14:30:54.840814Z digest=sha256:1025643a67885c611e8a1f5f8e5b3d3a63e01d1e77abd6200ce54dd408ff6985

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.

source=pdf_text observed=2026-08-07T05:39:24.049508Z digest=sha256:0d0bdc3455b2aa66c489d5ae9334c3fc02501a6a2c7166a93a2243c4b38ad8b8

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.

source=pdf_text observed=2026-08-05T20:20:22.587802Z digest=sha256:6e76efbd27412726bea70f5f011a4758c2264bc6941906b9407591d97438ebdd

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.

source=pdf_text observed=2026-08-05T20:17:47.697396Z digest=sha256:87e841c29963d8e448d46d492f3e7ad4555122258eeb46bf3ffa3c9c8710bca3

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-10T04:55:43.987116Z digest=sha256:989f6e75d1debf4c07a4de2dea078192bb70046d5e4c45d2101c581ea9afd520

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-28T17:35:24.108984Z digest=sha256:de673bbb335172b5cff5e0dd40e0ae6dee091b493635b295e4282b570fd932fa

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.

source=arxiv_source observed=2026-07-12T01:50:59.184754Z digest=sha256:4f1197421c6c391fdfe9adc7d712d4b383dc09ef63307c4d3984bd08436203e2

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.

source=pdf_text observed=2026-08-01T13:54:03.882505Z digest=sha256:b23f804ba1180b525c5f10a93cf327cd7419aaecd15ba65f9db540e3ab3f0f3d