Paper Citation Record · LEDGER

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization

As of 8 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2607.18988.

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

pith.paper-citation-record.v1
2607.18988 v2

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T13:52:41.929126Z

measured 27 of 27 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

27 of 27 outbound references displayed

verified exact0
verified fuzzy0
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ccc173ac-b930-4b78-81a2-0de3c3be21c8 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (2023).

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (2023)

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:38.903318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92ee04cd-2113-4d4f-b096-84357e2cbe4e · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:38.977433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 460ceffd-ee0c-42eb-b223-36b3909106f9 · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization Constitutional AI: Harmlessness from AI Feedback

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:39.079480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ef4396f-d2a3-445f-8bc0-6ab3260632d2 · outbound

This paper cites arXiv preprint arXiv:2512.16145 (2025).

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization arXiv preprint arXiv:2512.16145 (2025)

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:39.216917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8983536-f331-4267-9027-f401eee90e33 · outbound

This paper cites In: ACL (2021).

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization In: ACL (2021)

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:39.385622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 069103ce-9aff-4861-9d93-00a60bf64dae · outbound

This paper cites arXiv preprint arXiv:2509.25559 (2025).

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization arXiv preprint arXiv:2509.25559 (2025)

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:39.549237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f73cfdb2-1c25-4183-8844-31a11ec9dd31 · outbound

This paper cites In: International Conference on Learning Representations (2022).

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization In: International Conference on Learning Representations (2022)

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:39.635104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c7673c0-62af-45d4-8ced-f7dbefaed252 · outbound

This paper cites RadGraph: Extracting Clinical Entities and Relations from Radiology Reports.

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization RadGraph: Extracting Clinical Entities and Relations from Radiology Reports

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:39.824447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c34a847-5d87-4b17-8e5f-d113d68a9ef6 · outbound

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

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:39.945046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83b4fde6-94ab-4b57-9782-cccd97735dbe · outbound

This paper cites In: Findings of ACL (2022).

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization In: Findings of ACL (2022)

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:40.115237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a1ee44f-2dde-4e16-b4a4-ed9b34f546b5 · outbound

This paper cites CVPR (2021).

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization CVPR (2021)

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:40.279618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91bb6565-e0dc-45f2-ac94-45ccabee905a · outbound

This paper cites Vision-Language Models for Medical Report Generation and Visual Question Answering: A Review.

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization Vision-Language Models for Medical Report Generation and Visual Question Answering: A Review

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:40.407120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56fab62f-b721-4a62-9897-7c10aa3ed935 · outbound

This paper cites In: Pro- ceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (2021).

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization In: Pro- ceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (2021)

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:40.577566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f298fab-645e-4f18-94dd-996d7a46dd87 · outbound

This paper cites Nature (2023).

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization Nature (2023)

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:40.702505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ed0731f-27ec-4521-a27d-1ae758034b07 · outbound

This paper cites NAACL (2023).

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization NAACL (2023)

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:40.758313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf1fcf20-997c-4790-80a5-d76aa76f39e3 · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS) (2022).

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization In: Advances in Neural Information Processing Systems (NeurIPS) (2022)

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:40.831093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b45eacca-5246-4aea-bd60-ec0dab31d7d1 · outbound

This paper cites Advances in Neural Information Processing Systems36(2023).

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization Advances in Neural Information Processing Systems36(2023)

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:40.985777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f77eba1-3193-4bdb-8798-18bd14fa0804 · outbound

This paper cites MedGemma Technical Report.

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization MedGemma Technical Report

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:41.155777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb25c744-a815-47b0-8e69-60fdfff461f1 · outbound

This paper cites arXiv preprint (2024).

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization arXiv preprint (2024)

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:41.289275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcdad35c-c551-4c1e-9673-5ffd77dc1d4c · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:41.449050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d91a6d9f-0b83-49da-9421-47d057a28579 · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization Gemma: Open Models Based on Gemini Research and Technology

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:41.610250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38e4578d-b4fe-48bd-bac9-ec19bddac9e1 · outbound

This paper cites arXiv preprint (2024).

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization arXiv preprint (2024)

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:41.638160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8536265-46cf-46e2-bdd8-8cb2e27c9565 · outbound

This paper cites arXiv preprint arXiv:2404.00287 (2024).

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization arXiv preprint arXiv:2404.00287 (2024)

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:41.758253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0b6fb35-88fb-498a-b1bc-ff0c78c7ccb7 · outbound

This paper cites In: Findings of EMNLP (2025).

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization In: Findings of EMNLP (2025)

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:41.920692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d617ba5-6656-4507-879b-888b0a06ebe3 · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence.

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization In: Proceedings of the AAAI Conference on Artificial Intelligence

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:41.923616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e77059d3-ce51-4f32-82b0-d773b5a698a7 · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision.

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:41.926425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40b4ddd1-5b85-46ef-bab6-68594784876e · outbound

This paper cites BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks.

DobicVLM: Aligning Chest X-Ray Report Generation with Clinically-Grounded Programmatic Rewards via Group Relative Policy Optimization BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T13:52:41.929126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.