Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation | Paper Citation Record

Observation 388eb7d9-84b5-40a8-8af7-20bf04032b04 · outbound

This paper cites Scaling medical imaging report generation with multimodal reinforcement learning.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Scaling medical imaging report generation with multimodal reinforcement learning

Reference 1

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Observation 0a83260e-6e50-4f44-9f49-bbdb55f46eb0 · outbound

This paper cites ChestX-Reasoner: Advancing Radiology Foundation Models with Reasoning through Step-by-Step Verification.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation ChestX-Reasoner: Advancing Radiology Foundation Models with Reasoning through Step-by-Step Verification

Reference 2

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This paper cites Advances in neural information processing systems , volume=.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Advances in neural information processing systems , volume=

Reference 3

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This paper cites Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining , pages=.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining , pages=

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:49.356919Z

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This paper cites RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response

Reference 5

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This paper cites Applied Sciences , volume=.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Applied Sciences , volume=

Reference 6

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This paper cites ROPO: Robust Preference Optimization for Large Language Models.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation ROPO: Robust Preference Optimization for Large Language Models

Reference 7

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This paper cites Provably Robust DPO: Aligning Language Models with Noisy Feedback.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Provably Robust DPO: Aligning Language Models with Noisy Feedback

Reference 8

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This paper cites Radiology: Artificial Intelligence , volume=.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Radiology: Artificial Intelligence , volume=

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:49.327147Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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This paper cites Advances in Neural Information Processing Systems , volume=.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Advances in Neural Information Processing Systems , volume=

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:49.310767Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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This paper cites Journal of Machine Learning Research , volume=.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Journal of Machine Learning Research , volume=

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:49.294355Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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This paper cites Advances in neural information processing systems , volume=.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Advances in neural information processing systems , volume=

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:49.279393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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This paper cites Proceedings of the 2020 conference on empirical methods in natural language processing (EMNLP) , pages=.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Proceedings of the 2020 conference on empirical methods in natural language processing (EMNLP) , pages=

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:49.264404Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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This paper cites Nature Machine Intelligence , volume=.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Nature Machine Intelligence , volume=

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:49.248970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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This paper cites Advances in neural information processing systems , volume=.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Advances in neural information processing systems , volume=

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:49.233352Z

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This paper cites Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-Constraint.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-Constraint

Reference 16

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites Preference Fine-Tuning of LLMs Should Leverage Suboptimal, On-Policy Data.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Preference Fine-Tuning of LLMs Should Leverage Suboptimal, On-Policy Data

Reference 17

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This paper cites Self-Boosting Large Language Models with Synthetic Preference Data.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Self-Boosting Large Language Models with Synthetic Preference Data

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T15:03:47.560820Z

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This paper cites Proceedings of the 61st annual meeting of the association for computational linguistics (volume 1: long papers) , pages=.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Proceedings of the 61st annual meeting of the association for computational linguistics (volume 1: long papers) , pages=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T15:03:47.565918Z

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Observation 13e3c91b-8b2d-4fb3-ae21-c3af1cb45089 · outbound

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Unresolved cited work

Reference 20

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Advances in neural information processing systems , volume=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T15:03:47.575343Z

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This paper cites Proceedings of the Conference on Health, Inference, and Learning , pages=.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Proceedings of the Conference on Health, Inference, and Learning , pages=

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:49.189982Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2392eebb-134b-4c2d-8370-d10909a43c9a · outbound

This paper cites Radiology , volume=.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Radiology , volume=

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:49.174555Z

Source-reported events for the cited work

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This paper cites IEEE transactions on neural networks and learning systems , volume=.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation IEEE transactions on neural networks and learning systems , volume=

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:49.159521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation International conference on algorithmic learning theory , pages=

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:49.144530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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This paper cites Advances in neural information processing systems , volume=.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Advances in neural information processing systems , volume=

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:49.129283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation IEICE TRANSACTIONS on Information and Systems , volume=

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:49.114287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2ebe65d6-e5d5-44e9-b777-16f69f3a69fb · outbound

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Nonparametric semi-supervised learning of class proportions

Reference 28

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation International conference on learning representations , year=

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:49.098665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2659caf3-21af-4dcb-95ec-68d53e6d6438 · outbound

This paper cites Second International Workshop on Learning with Imbalanced Domains: Theory and Applications , pages=.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Second International Workshop on Learning with Imbalanced Domains: Theory and Applications , pages=

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:49.082306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cdf696a7-1854-4799-ae6f-f820e275391d · outbound

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Diagnostics , volume=

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:49.067054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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This paper cites International conference on machine learning , pages=.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation International conference on machine learning , pages=

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:49.051476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Advances in Neural Information Processing Systems , volume=

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:49.036447Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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This paper cites Machine learning , volume=.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Machine learning , volume=

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:49.021045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ab6e7ad2-4ee1-419c-8d98-4e0576998e4a · outbound

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation MedGemma Technical Report

Reference 35

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Source-reported events for the cited work

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-08T15:03:47.645464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Advances in neural information processing systems , volume=

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-08T15:03:47.650449Z

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Unavailable: canonical work link unavailable.

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation International Conference on Medical Image Computing and Computer-Assisted Intervention , pages=

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:48.991391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d14b661e-485c-41e6-aa0f-2f393623d902 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Advances in Neural Information Processing Systems , volume=

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:48.976186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation arXiv preprint arXiv:2510.01458 , year=

Reference 40

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation arXiv preprint arXiv:2510.23968 , year=

Reference 41

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Unavailable: canonical work link unavailable.

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Proceedings of the 33rd ACM International Conference on Multimedia , pages=

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:48.960502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cd4f89f4-b411-4309-9a5c-0286deafd06e · outbound

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-08T15:03:48.945851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7cddacf3-e5c6-4781-b07a-f3f987be15df · outbound

This paper cites Nature Communications , volume=.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Nature Communications , volume=

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:48.930537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 916ade55-4fae-455a-a9a7-04c8b99437e6 · outbound

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation , author=

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-08T15:03:47.689912Z

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Unavailable: canonical work link unavailable.

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Proceedings of Machine Learning Research , volume=

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:48.906836Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 17fdec2c-d4ec-41f7-957c-bc3f68ccb0dd · outbound

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Patterns , volume=

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-08T15:03:47.699354Z

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Unavailable: canonical work link unavailable.

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Nature Medicine , volume=

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:48.881834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8e60a16f-eb9e-4384-be3d-065aebc29e27 · outbound

This paper cites MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-08T15:03:47.709158Z

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Proceedings of the AAAI conference on artificial intelligence , volume=

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-08T15:03:47.713535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e5dae7f-b9b8-4d42-98ea-0fcc81d9f920 · outbound

This paper cites CheXpert Plus: Augmenting a Large Chest X-ray Dataset with Text Radiology Reports, Patient Demographics and Additional Image Formats.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation CheXpert Plus: Augmenting a Large Chest X-ray Dataset with Text Radiology Reports, Patient Demographics and Additional Image Formats

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-08T15:03:47.717446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Proceedings of the 40th annual meeting of the Association for Computational Linguistics , pages=

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-08T15:03:47.721559Z

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Unavailable: canonical work link unavailable.

Observation 72ef0573-8fb9-4dda-8ebd-d048e5a14571 · outbound

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Proceedings of the third conference on machine translation: Research papers , pages=

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:48.848689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 39a0166b-ca9e-4fed-a37b-8304caf13c71 · outbound

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation Text summarization branches out , pages=

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-08T15:03:47.729308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cb1ee92-bc14-4efc-9dbc-4ebb880ff000 · outbound

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation RadGraph: Extracting Clinical Entities and Relations from Radiology Reports

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Resolution: unresolved; no resolver link, observed 2026-08-08T15:03:47.734089Z

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Unavailable: canonical work link unavailable.

Observation 2b09a0a9-929c-4c24-a5f4-4ff276ed4513 · outbound

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Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation BERTScore: Evaluating Text Generation with BERT

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Resolution: unresolved; no resolver link, observed 2026-08-08T15:03:47.739061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d569d100-e1c3-4857-9a63-0f6f5d18b014 · outbound

This paper cites arXiv preprint arXiv:2512.16145 , year=.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation arXiv preprint arXiv:2512.16145 , year=

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-08T15:03:47.744446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a77cebf-728d-4293-9455-764cbe120fbd · outbound

This paper cites the method of paired comparisons , author=.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation the method of paired comparisons , author=

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-08T15:03:47.748849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9434a52d-fd62-4b05-b555-c7d47483f774 · outbound

This paper cites JMIR Formative Research , volume=.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation JMIR Formative Research , volume=

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:03:48.813233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7838a613-05bd-4150-a9d6-ba943e56bd46 · outbound

This paper cites arXiv preprint arXiv:2512.16201 , year=.

Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation arXiv preprint arXiv:2512.16201 , year=

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-08T15:03:47.758116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers