Pith. sign in

Paper Citation Record · LEDGER

Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2402.12052.

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

pith.paper-citation-record.v1
2402.12052 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:12:42.026096Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T17:36:27.583439Z

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 11aaaf33-aa3c-4e7e-b79f-a0b209b92f7d · inbound

Search-o1: Agentic Search-Enhanced Large Reasoning Models cites this paper.

Search-o1: Agentic Search-Enhanced Large Reasoning Models Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs

Reference 53

Resolution
verified exact
arxiv_id, observed 2026-05-13T17:36:27.585975Z

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.

source=pdf_text observed=2026-05-13T17:36:27.515468Z digest=sha256:2579b52e9415882364770794615d98196e0544734b881819f22bf5ab94035d77

Observation 74193a09-a47e-469d-a293-1d92eec478bd · inbound

Error-Aware Curriculum Learning for Biomedical Relation Classification cites this paper.

Error-Aware Curriculum Learning for Biomedical Relation Classification Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T16:12:42.026096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:12:42.026096Z digest=sha256:b576dd325982f1cc427bbbba1b9c58a02b5fd773500ef46275b6ddf061db9273

Observation 5dae577e-7814-4fd9-a75a-e5be56b5ca41 · inbound

SearchOS-V1: Towards Robust Open-Domain Information-Seeking Agent Collaboration cites this paper.

SearchOS-V1: Towards Robust Open-Domain Information-Seeking Agent Collaboration Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-01T23:46:24.575065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T23:46:24.575065Z digest=sha256:2d4bcb736b6e8b12817469bd0b83fa63970c0b309e26d6bf827f784b958c4bd3