Paper Citation Record · LEDGER

Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2303.05977.

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

pith.paper-citation-record.v1
2303.05977 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 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 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T17:52:02.269139Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-24T08:34:11.739419Z

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 2da688ab-d83c-48ed-a20e-06d380712c05 · inbound

LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day cites this paper.

LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-24T08:34:11.742873Z

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.

Observation 32dd3d35-55fa-47ac-ae0a-86295fda0593 · inbound

A Survey of Medical Vision-and-Language Applications and Their Techniques cites this paper.

A Survey of Medical Vision-and-Language Applications and Their Techniques Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models

Reference 131

Resolution: unresolved; no resolver link, observed 2026-08-12T17:52:02.269139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62da44b4-f716-4929-9121-3ef80dfec801 · inbound

HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models cites this paper.

HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T12:00:48.990829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff2c1ea8-1ed4-4a18-9b0c-41b0ae12570d · inbound

MedSeg-R: Reasoning Segmentation in Medical Images with Multimodal Large Language Models cites this paper.

MedSeg-R: Reasoning Segmentation in Medical Images with Multimodal Large Language Models Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T04:29:19.600144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f9771bc-cce5-4c08-b089-e7182919ab72 · inbound

Adapting Lightweight Vision Language Models for Radiological Visual Question Answering cites this paper.

Adapting Lightweight Vision Language Models for Radiological Visual Question Answering Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T00:23:27.807414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ed246d2-9161-4c56-aa65-de9adab2d12f · inbound

Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models cites this paper.

Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T18:06:27.469426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c46c0616-a5cb-43c2-888f-13cef66c9cd9 · inbound

Knowing or Guessing? Robust Medical Visual Question Answering via Joint Consistency and Contrastive Learning cites this paper.

Knowing or Guessing? Robust Medical Visual Question Answering via Joint Consistency and Contrastive Learning Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T16:21:43.204129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.