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Paper Citation Record · LEDGER

Focus Directions Make Your Language Models Pay More Attention to Relevant Contexts

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2503.23306.

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

pith.paper-citation-record.v1
2503.23306 v1

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 2026-08-15T06:32:42.880941+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:35:31.258370Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T17:17:15.150789Z

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 6cf4f52c-5d73-4fa7-8e0f-4e2a6ae436d0 · inbound

Mind the Quote: Enabling Quotation-Aware Dialogue in LLMs via Plug-and-Play Modules cites this paper.

Mind the Quote: Enabling Quotation-Aware Dialogue in LLMs via Plug-and-Play Modules Focus Directions Make Your Language Models Pay More Attention to Relevant Contexts

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T12:35:31.258370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:35:31.258370Z digest=sha256:04698bccb8e5af91a676c4e1e7790085da628984b020b62efc03ca8d0f515f55

Observation 6ef101ce-6c51-4e94-adf3-d2bec5b05155 · inbound

MIDUS: Memory-Infused Depth Up-Scaling cites this paper.

MIDUS: Memory-Infused Depth Up-Scaling Focus Directions Make Your Language Models Pay More Attention to Relevant Contexts

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-16T22:03:36.041732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-16T22:02:42.297041Z digest=sha256:03f4c42d74f8ba660e21e4174f2b893b4c9563301c5d80a8b42f0d8af102f94a

Observation 935c9982-98f2-4214-8da1-5acaa259860e · inbound

EASE-TTT: Evidence-Aligned Selective Test-Time Training for Long-Context Question Answering cites this paper.

EASE-TTT: Evidence-Aligned Selective Test-Time Training for Long-Context Question Answering Focus Directions Make Your Language Models Pay More Attention to Relevant Contexts

Reference 53

Resolution
verified exact
arxiv_id, observed 2026-07-02T17:17:15.152058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-06-27T22:05:00.537690Z digest=sha256:01e6253f9ba27195d03f3614421b1b6ffa97897d83a8423fbb6f2f104a0a571e