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Paper Citation Record · LEDGER

Language-only Efficient Training of Zero-shot Composed Image Retrieval

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2312.01998.

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

pith.paper-citation-record.v1
2312.01998 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T13:28:40.438064Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T16:27:08.988160Z

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 90f49ea8-c0b9-492f-879b-1ade5371772b · inbound

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets cites this paper.

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets Language-only Efficient Training of Zero-shot Composed Image Retrieval

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-07-02T16:27:08.989476Z

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=pdf_text observed=2026-06-27T22:44:36.059582Z digest=sha256:a14e0f2b2c2153f65adaea355c244b5ce22fc0fabb9ea729984634d402ff17a8

Observation 91c3b21e-d9f5-4d32-b4b4-9d8fee6dfdcd · inbound

CR-Refiner: An Object-Centric Optimal Transport Reranker for Edit-Conditioned 3D Scene Retrieval cites this paper.

CR-Refiner: An Object-Centric Optimal Transport Reranker for Edit-Conditioned 3D Scene Retrieval Language-only Efficient Training of Zero-shot Composed Image Retrieval

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-01T13:28:40.438064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T13:28:40.438064Z digest=sha256:c4d113c0b3504765b54a3829b0b43c6f7ce30d31541b609ceb8359fd8ea4df5c