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Paper Citation Record · LEDGER

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale

As of 18 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2507.06959.

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

pith.paper-citation-record.v1
2507.06959 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:55:17.750698Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

61 of 61 outbound references displayed

  • verified exact2
  • verified fuzzy7
  • unresolved52
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 072330d1-07df-4653-8e98-61b6f922bce4 · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.596913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.596913Z digest=sha256:e6e8355719eb6d29d5de44f1f40e71938e3333f7316736441e77ff0795bb7ed8

Observation d94fc2c8-e31f-409d-a909-3e3903d33cf9 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.269533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.600611Z digest=sha256:0cf7d1d62103b88ef6bc4344b50bfd33850f717b9f87a923832f9a0e2df90961

Observation d68fb92a-c633-457a-87ad-9deab760c720 · outbound

This paper cites Qwen Technical Report.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Qwen Technical Report

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.606774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.606774Z digest=sha256:9917a12439ca29be685103a74d1a7ba38a154292f1372c070d504672775667c4

Observation 41a496bc-be3c-4667-9c7f-bc77c7bfeb54 · outbound

This paper cites Meyer, Yuning Chai, Dennis Park, and Yong Jae Lee.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Meyer, Yuning Chai, Dennis Park, and Yong Jae Lee

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:55:18.263095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.609674Z digest=sha256:adccb40888d9b2b98f5e279b551dfbd452f4cbdfaa8953b635568ef905177b03

Observation 5829d0ea-3cdc-4841-8729-a2442c5c2caf · outbound

This paper cites HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.613129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.613129Z digest=sha256:29e18deab40e7206d77a72f1dcad6e17a589d4430bf044133c169a1bcf2e92a7

Observation 9b967345-25ca-4b32-90ad-d1524543d0b7 · outbound

This paper cites Multi-Modal Masked Autoencoders for Medical Vision-and-Language Pre-Training.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Multi-Modal Masked Autoencoders for Medical Vision-and-Language Pre-Training

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-06T18:55:17.999449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.615992Z digest=sha256:fbabb0c9b896f8b7f2e6296d4c4434eb8558694e093ba1712c1bc10f5e25f5b3

Observation e7a2d7f5-aa55-456c-888c-62ec3980f49e · outbound

This paper cites DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.618980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.618980Z digest=sha256:4aac453b2bb689a61682f854da56fc51e9d83e23f290093a6f299231497c2711

Observation ae427301-7bf3-494c-ae29-e2a8fff53869 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.254594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.621971Z digest=sha256:48aadea997e3c7fe5cc8726f91c1b4b3161e2a30c4439f7969bde4e15f0eee26

Observation 1a40f895-1846-490b-9db7-9b10df6b2b2a · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.623761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.623761Z digest=sha256:084641f7f901b246ddc5c3932fff2c75b6c256b7627d5f4cc34fef26610cb822

Observation af1f9540-bd7f-4243-99f7-8d7bd25b92c7 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.248439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.625914Z digest=sha256:cdffff7dc38742bf8cacf511c4c82c3de6cbd058644af3678ecc93913527eb19

Observation ce293880-ecb3-4252-aa4d-7fff6ac8cefe · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.241507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.628281Z digest=sha256:8e9a69914c10fae8fb3b8681b80a7dbc1c12a6d3c8670a7bb63841c53e63b5d8

Observation 4e2dba64-2692-48a0-8e37-527bef7d1128 · outbound

This paper cites CheXalign: Preference fine-tuning in chest X-ray interpretation models without human feedback.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale CheXalign: Preference fine-tuning in chest X-ray interpretation models without human feedback

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-06T18:55:17.978563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.633626Z digest=sha256:462eff4d5cc5952dd2b5f8001f2b5af7978065bc968975dc27af42acdabcf118

Observation 4f083ccd-ad5c-48b5-b521-22a35945b9dd · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale LoRA: Low-Rank Adaptation of Large Language Models

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.635524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.635524Z digest=sha256:a17120ddcb1418ddae27d10ea0769e43052343921fab57fe5c36e7b867ae3986

Observation 84636c15-b79c-4221-a879-6ebdd3381ad0 · outbound

This paper cites An, Mengliang Zhang, Liangchen Liu, Kazuma Kobayashi, Tatsuya Harada, Ronald M.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale An, Mengliang Zhang, Liangchen Liu, Kazuma Kobayashi, Tatsuya Harada, Ronald M

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:55:18.234716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.637643Z digest=sha256:b03e58162ddb40b1851da32cca3b87c94f0051d09469022dbc877379a7fbb401

Observation c63077f4-d793-46a0-be91-7897483a3df0 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.225950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.640688Z digest=sha256:b817220aeca5d86dae322b824769f2a1ec9447f6438312ce4b76a97bd6baaeb8

Observation b0a374e8-59ec-4241-9cc8-5b588f4192c3 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.218553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.643153Z digest=sha256:2d2dca1271d776f5133cf375f9b3eba07b8367af5182339315c7e1e64cf24f71

Observation 77628c6a-88bd-46cc-b4b3-e185311bb241 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.211819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.645647Z digest=sha256:ec2366088366ea4049fad464f034c19642084cf1e35f5b8f1e7ddd07abde53bc

Observation e157d02d-15af-49c7-a7f4-12f16248268e · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.204025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.647576Z digest=sha256:0f1f8e36b8556a76da78bbc18400fadf5068c251b740173a388feac9b76adee9

Observation 23c02ef3-ecd8-46ca-bdb5-5434d3c3f1b7 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.197943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.650031Z digest=sha256:535ff2c761ae794c44f44fa8bb7d7d1a6076752bad28cb7f136e17300a6b94c7

Observation d3ca5913-5ce3-4cd9-b5b1-8fdec274e3a8 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.652330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.652330Z digest=sha256:fdfce347d8f92e944c6ae2d990b6124028bc2f66befc3873efef89346ba64884

Observation 0a66dc8b-5a39-4326-8b5d-4f9bc8dfe330 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.181560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.656327Z digest=sha256:7f109662c0fec1477ce2eb9b83780594fb705e42c8e3a757bb40df579b1bae88

Observation 87988fa9-fda0-4a85-8424-8966e6e6d378 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.658815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.658815Z digest=sha256:5fbac89a240813cfdeedd3d446616929371b0320811c2be728a28ad566c675ce

Observation b605883b-0d9e-491b-95ff-f118a8b79384 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.187940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.654489Z digest=sha256:c7d072ed9777765e4be24792a45cc831a7990e7a3e6c1e02ea8c21a0a2b4b3e2

Observation 3c2f3221-f1e7-430f-944c-e84b43f3a234 · outbound

This paper cites MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.663362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.663362Z digest=sha256:a0aaf4d0f2fdd567d19ab35e6e555c869cf57eae0dd2babfac5d37b4130951dc

Observation 847b4ee4-9d33-42a0-b763-be5f3b55633b · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.665565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.665565Z digest=sha256:00a633a719047b09af85bc35ddd4cdbf6b6dd442ecff0b32218462320b9abd2f

Observation 6a09b492-918a-477e-ad5b-8e6cfc87565c · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.171341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.661373Z digest=sha256:4773825b27f9bddcecac71e91e3766e545f6803f4048d9ef896c9814eb2de7e0

Observation 07ad4089-1891-4cbe-9435-8a71c8a65031 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.158059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.670571Z digest=sha256:cb02222f81a343398574ecb34d87ec3ba7a566fce65c8111a7eef1a0e0ae9a47

Observation 9acf01a0-907b-4c8c-ba5e-5c99bc2259a9 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.149955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.673805Z digest=sha256:547d004961831898df01045cac5adf092b4b2ad695ddd5f087b8d0b6892e6155

Observation de352c5a-76cc-40bd-befe-8dabd0367531 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.165290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.667831Z digest=sha256:e1d983930d07c965524cff1cc6e11146b7ff5ff42427a5edc7fc59aacf63ef8d

Observation 574630f6-129f-4215-a73e-87db2eaad0a8 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.136389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.682073Z digest=sha256:ec6e5cde1c30960f0f95b1b2b6f1f2ed36cec77b796a291d08f752b83e6951f1

Observation 6e781e88-fb84-4b75-adbe-0cc25d84208c · outbound

This paper cites XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.684086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.684086Z digest=sha256:6dcd53d15edbd940f1ed783fe4afb011abc6deb31fdb626a9163dc8e2239ecc5

Observation b64b6f62-5a15-41d1-b8eb-ada378a93034 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.142908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.676180Z digest=sha256:05c2ec292851243a7443e8e77a1ebb802177e1c7a3d572705d2da59f21210e16

Observation e80fe90f-eb56-4a2a-ad73-9dc5113bdcd4 · outbound

This paper cites CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.688107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.688107Z digest=sha256:71a5f7101d9125c0b23bbf78cf3e1f8a22a38dc97dd22ea087b1e8c21d8dfb3d

Observation 98eaa920-cca6-4052-825a-cb71110cf6fd · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.128820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.690400Z digest=sha256:f1df48d99512b43f47c1674449cd45bb1482d5d804911b7427a6688945903766

Observation 1443854d-0abf-4195-a0aa-cbd109b3fde8 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.122741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.692240Z digest=sha256:0a7afc91900ae64b4bfb8f8c60e152f49eaada0336225a2805fd72b8e2d87e35

Observation 7ffcdb14-4b5c-443c-8415-6d349d076876 · outbound

This paper cites GPT-4o System Card.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale GPT-4o System Card

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.686014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.686014Z digest=sha256:b739108c19d471b93ed04b00ba4411d9420df8a74ce70a79f801ce9d2bbac467

Observation a8970a15-fe42-4eb0-a129-6b424cc6e8c5 · outbound

This paper cites Direct Preference Optimization: Your Language Model is Secretly a Reward Model.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.696960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.696960Z digest=sha256:8d874d3f217e057e597e3ede01fa21b2c116cd2b6477058be2d3e7f0fd4e872e

Observation e9ea1672-37ff-49d1-bb26-afb710b9bf94 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.111199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.699921Z digest=sha256:0d424c2fb5397ea65818ae7e9fbd830210ca61fabe396692701617e0ebec91e7

Observation 3a8b9221-f7ed-4154-883b-d6c4827fd1a2 · outbound

This paper cites STLLaVA-Med: Self-Training Large Language and Vision Assistant for Medical Question-Answering.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale STLLaVA-Med: Self-Training Large Language and Vision Assistant for Medical Question-Answering

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.702940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.702940Z digest=sha256:8ed7d101727a41cee902b69da085f1a0f1678a4805ce2053997b84d4ea062740

Observation e4c02d9c-bff6-4c85-8353-28f96300edec · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.694624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.694624Z digest=sha256:fa255f0b559b8ff90208f63e45c384dbb5867f19e5e7a45d4cc9c0a4b6a85d9d

Observation 79b590f8-1e5e-4ecd-b8b4-f5f2b0a8f894 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.100329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.707440Z digest=sha256:85d102fffa40ed41fb33bd7203ca7e3a128e4a2bacf7dd9a059701eeffd8a08a

Observation 9cf470b2-cce5-4247-b177-ef92af5cd00f · outbound

This paper cites Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.709501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.709501Z digest=sha256:763ce3d86c385165a4584af43e2861823369c4105d76111bc2d2d5c562a3ea0f

Observation 9b48eff3-a6c2-4d2d-b7ca-e52cd87db609 · outbound

This paper cites Wu, Nkechinyere N.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Wu, Nkechinyere N

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:55:18.094511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.711412Z digest=sha256:4d40ba2512b23177a12f4932fc0966523cd943709b57a8717d6226adad8b8499

Observation 29ac0014-2ecf-41c8-b85b-7b0031408d27 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.705528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.705528Z digest=sha256:941ec55a4088486e22c13c9d237f92502af29cd623b8ae47e065b90101136fa2

Observation ef38660f-38ae-4928-9a1b-60b42e4376b4 · outbound

This paper cites Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.717469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.717469Z digest=sha256:905fbff7842ed2363f184a696c64031effd5d5ab6d4824a0ac4d720c8ecdc98b

Observation 9b68400d-abd9-412c-a198-3c76ec8ab877 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.080876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.719883Z digest=sha256:8038f76ff944ce2b2e2f9981a519bd06e32c73147bc2327b046f7b85b807d665

Observation 8ebd9437-01dd-4b3f-b6ee-0005cb99e9b5 · outbound

This paper cites Rao, Mu-Hsin Wei, Naveen Valluri, Cliff Wong, Matthew P.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Rao, Mu-Hsin Wei, Naveen Valluri, Cliff Wong, Matthew P

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:55:18.074823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.722348Z digest=sha256:9433e17354a8e75c369bb5fb46bc4d9e415092c21b560cb7b22e7a3600a4b6ce

Observation 163165a6-50db-466c-875e-24d7ed5b02d2 · outbound

This paper cites Aligning Modalities in Vision Large Language Models via Preference Fine-tuning.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Aligning Modalities in Vision Large Language Models via Preference Fine-tuning

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.724779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.724779Z digest=sha256:2aeba0557e0df3ce2403e939f6a6bad886f3be970657075b81f94c0e1b7e25d9

Observation a21ec061-b018-4cfe-b622-ba486615fac1 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.087910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.715533Z digest=sha256:a9e6b13bc9c0f9a8c8ddf136ac02dfa966dbcd70f1cec16c3f4b4ee825c56c46

Observation 435642de-9505-4e63-86e5-f6eb0c84c9b8 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.067701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.726847Z digest=sha256:e4bd66e7d5fc671e787637516452665c808ce61ed5c88e1d2eba4c30c07b7372

Observation 98acd85c-3a25-443a-846e-db409c7c6388 · outbound

This paper cites MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.729930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.729930Z digest=sha256:8b4b17442974a53964475df399df8ac749b6fc0b85b998dcfab11c1dac141453

Observation 59458c4a-0dfa-4ad4-9518-44443b09fc76 · outbound

This paper cites Atelectasis.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Atelectasis

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:55:18.060517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.732897Z digest=sha256:2f722e5b3fe8edf1fca86f2bc86b21a3ec5f80baaef0a9397901801b869eefcb

Observation c8f85ec0-97f9-444c-90c5-5b85d5365bc5 · outbound

This paper cites question.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale question

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:55:18.035555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.742639Z digest=sha256:190e24a6b7f174506eec5c70471159c5605dca3902332b98ebdf1990ff0b7859

Observation 34fa460a-1096-4631-88e8-b8e412933994 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.054003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.744653Z digest=sha256:e572e8a686ed7115ddb3c8f3899242e40747da48420d2ee191d99c865107671e

Observation de0375eb-75b2-46f0-908e-d0415cd3dd55 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.048127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.746676Z digest=sha256:868d88229bd7d70cac255d1aa058af76b6c600d1083ddf9b5b6bfa80ff224051

Observation 7e49d169-dc29-4a60-80f6-1eee9e0e04e0 · outbound

This paper cites an unresolved cited work.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:55:18.042130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.748809Z digest=sha256:b595222b7f5cf22525d27d6aa1fb63c096d95a52d0bf8d8e409976337ac1dea1

Observation 41798c57-a672-4af4-81bd-e5871cb62b27 · outbound

This paper cites question.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale question

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:55:18.028911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:55:17.750698Z digest=sha256:d78851a873c5f502943fef3831c447d6693dabf0a50ea934bc5c72faf0d6ab54

Observation bfedf9de-f54e-4df7-9d27-67d784c0c22e · outbound

This paper cites Chest ImaGenome Dataset for Clinical Reasoning.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Chest ImaGenome Dataset for Clinical Reasoning

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.713778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.713778Z digest=sha256:07bd41aff45ab213caa8785ff9dea62f35d9f0f854de535b7307c2ca1b79dbb7

Observation 4fee2395-a039-4b2d-9de5-51d9b585de8e · outbound

This paper cites EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.603847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.603847Z digest=sha256:57c333263208343d5c735221d2a9e2afe0a7f6f58c40c87c304d3ba93310119c

Observation 91c14396-d818-4c6e-903a-4141dfc99dff · outbound

This paper cites Filtered Direct Preference Optimization.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Filtered Direct Preference Optimization

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.678978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.678978Z digest=sha256:523adcd33303d353b6db7cb7f235ba8b8ab03be6c7d257b67c860daf27507338

Observation 52494504-8160-465d-9634-fae864efedaa · outbound

This paper cites Principled Data Selection for Alignment: The Hidden Risks of Difficult Examples.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Principled Data Selection for Alignment: The Hidden Risks of Difficult Examples

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-06T18:55:17.631077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:55:17.631077Z digest=sha256:750278bafa9cd36467beee7ae9cf381d33698e981962ce9b2a9ff0c668f2ad73

Pith citing papers

No inbound Pith citation observations are available.