Pith. sign in

Paper Citation Record · LEDGER

MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2407.12508.

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

pith.paper-citation-record.v1
2407.12508 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T10:24:06.576490Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T00:07:28.447104Z

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 0d28298b-388f-478a-9ab5-b897417304ed · inbound

Enhancing Few-Shot Vision-Language Classification with Large Multimodal Model Features cites this paper.

Enhancing Few-Shot Vision-Language Classification with Large Multimodal Model Features MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-12T10:24:06.576490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:24:06.576490Z digest=sha256:843a20adfa7852d559c27978efd4819e56799aae4c1efe483da44996f402398a

Observation 87c0eb85-a589-45e0-b3ca-a0d5e6ca33f4 · inbound

Concept Drift Guided LayerNorm Tuning for Efficient Multimodal Metaphor Identification cites this paper.

Concept Drift Guided LayerNorm Tuning for Efficient Multimodal Metaphor Identification MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-22T15:21:44.749866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-22T15:19:38.717420Z digest=sha256:927db508703cdcea3c85153321588dd098747bc8c1452ca12b9261598a50075f

Observation f7195316-c621-4f2d-82a7-c1914850937d · inbound

Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification cites this paper.

Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T15:29:56.943049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:29:56.943049Z digest=sha256:06821c2dcaf74fa3286d085142a446d854728b42a3ba7161d71ed0aa6a08a427

Observation 3d65f308-822a-4b0c-b93e-cfbe4814ccb1 · inbound

MAVIS: Multi-Agent Video Retrieval via Structured Video Understanding cites this paper.

MAVIS: Multi-Agent Video Retrieval via Structured Video Understanding MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-07-03T00:07:28.448514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-06-27T17:27:32.615336Z digest=sha256:527d53fc7207d96c8f109c863ee9b94d6b4a458131f51aa69b000c468a2c94ea