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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=sha256:9866bb3c797e6a05081ec062f9bee497fa4e45d09cec8f3d5aca0555f664eb5f

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:c8cf3aed88ff2ab4f2bec53a95b5ef0abb99e4b7f1efa0dfc386d9ba55472d27

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=sha256:40c38e0d5f13adc464339e824585d9ae9e78fda22da1428e52c7b9fb46866b24

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:edb05a805927f7b4e42680e6e05757666cc77ea4aaaf6dcea41dc27e553a6a74

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=sha256:8b8a1cc4bde54ac07b2ccb210bd0009479807af004754ca8b2f7319714c6a528

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=sha256:48d4a4d3e6ae100676558fda523199f8c0ef2f0cbfe553622793ce094f50cbae

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=sha256:454c215c8d1e1f8b78401922933395cb5cfdaa27ba9646ce7410eacd21afd1d2

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:cfd10b3e82b0869c261b4cfab3daa964d406a908bd8242d771a56b4a8b6d7985

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:ccedc1646c7bf64aeb56b12571cd26b4e58c088b247d4f8bf23ee214c04b2f90