Pith. sign in

Paper Citation Record · LEDGER

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

As of 8 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 2026-08-08T06:32:00.761636+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

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:c4b54b105ba8f4fdfcbe1c19f6282a6403bc83f568e93508f86b77e33dbe67d9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.600611Z digest=sha256:4c9028955c1ea7394bb234b887521f669839ce34567a9fa2e1a231a3149f74d9

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:e3d21dc3399591e3e4b30c0fadbb27f87d5b92c1bb62cdb75413bac863158058

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.609674Z digest=sha256:1c3b804d3d5c03031e106c122a93caf880981077e12c5a67fbf8164ee2460d69

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=sha256:7c25b9930d0505ccf5f1da70d5fee25d00c1335f18139cf5ae0d0796d05c7159

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.615992Z digest=sha256:7e313bfb3a6cf1ec167b5086f75e4d5f228988f0d8caf334ea1a31f2ec846908

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:c8a303abf9522722ad06dd51622e32a5d15ef36126e99d917bae625e80acd33a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.621971Z digest=sha256:5b7d54da5cafb76e1e19f09b6aec2b040e756ed6400d85bf9a6d897daa40911f

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:fdc1bdbd6a99496e4c9b107a013bf1f5037c7bcfeed179b04b82862bb00bf085

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.625914Z digest=sha256:84a53330eed535bb9489a2f06f7d022b6043070ddb6376fa793bce8e43ab100c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.628281Z digest=sha256:4f1a45fa582d6cc0c1901118e425a05fca286bce0e8ade02e275750dd0539c71

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.633626Z digest=sha256:2f93b69430fe458068267e9085422959c97857a1bc7e3866e58430778a1a57a5

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=sha256:4b7fdcea0e9328f51bf61894c59e95151f2521ec1221d43745c5df1221d7d4ba

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.637643Z digest=sha256:da98d16737d356183c9cb8cfdb658f8553f7777eebb097b2da2b13486842c663

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.640688Z digest=sha256:7e47daa054830cdd3a811c38bacd7c3ff7d7e148aeef6aca4146529d6afa06b0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.643153Z digest=sha256:fb1c2862c5248a92eb9e8d3103b555732515b22fb381b5b1bcfccedbbc2c2389

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.645647Z digest=sha256:a40241b34967de37a05f2d7cbce5fda542c60e3bab748909ebc47280a73f8afe

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.647576Z digest=sha256:961a2627c5821d2a42d9bd4225a9b0a9a425bbaf0a9f6ac607387c4e9dbb750d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.650031Z digest=sha256:f5c62f6f43a31e79c62ea629c98e7c3b4b066d0fc837ddf218a5b03052c60090

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:f6d2d2894e6455628046352f4b81df8c5169aa58c5dacb282c5c5b55c9198efe

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.656327Z digest=sha256:cd4b94206372868d33510cb706ad1d4a7477ef177b529184bd1c8424269c27ee

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=sha256:0dde5ed98accc73570f4af20be4274e9c78d5897fccccf87888519daa41bf1e5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.654489Z digest=sha256:14f176a13557f84b3a714417ab2eb3108d54e5c0d0d840d3d37630f7ae6749f2

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=sha256:6ccaee7cc6c377fac641fa6b078915904e75000fba92589e20411165a7d9b1d6

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=sha256:8ea4cac6731c0d879cbd23339bede9dd57c0547f1fb2f8c676b8c48afcab123a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.661373Z digest=sha256:6684d88f54284ae2dc200a3addf8eaad5cb1a51fe60a95c85946a55c7c40d072

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.670571Z digest=sha256:127d74041125900283f35883518f6f5dad63cbd33b11e067e4aaf08d09d3d9fe

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.673805Z digest=sha256:e6b0da5103171ed36fb60d191f0c36808e9d3740cf94b8190ceb96c6bdb45972

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.667831Z digest=sha256:28773994009af0e8616cc54e24d8fa33098473925ec3194699fa83543e26cf65

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.682073Z digest=sha256:9a885c2c3f5e1a6d65495a08125a8e37bc5a2b929a7dcdf600b758d8bd892cdf

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:c8ddea731b68bf66db4ad98c05831abe044261f4013ffd2ca39e7cb3f0c159db

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.676180Z digest=sha256:3575550b462f104f35e255715edee17f57b31c0d167b6348496132edbd1920a8

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:a364cb9080bf87ef5692e5a0ec198484a6b2e6b05597ca07b8a327db9460b47c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.690400Z digest=sha256:cef9b42e9b2aed9b6d8a97cbe0c84d0b38dba22ec43af21408d8423940ea9fe6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.692240Z digest=sha256:4dec44c2f7b74ce6d4ebbb3d0b3cf05f82091169ed5bcc7d4c86c2b45c8baa0c

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:c960910a501ccaff6d104f614dd26f99613d5697a0d478bf1bc823ce04321b7e

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=sha256:1a37476377fbf3aeb30cf74efcb1b1ad1af557126eb48b9363c801be6df61ab6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.699921Z digest=sha256:8966a061f4f01e55e67e8fc93336129eaed0f19ab7a5e99a32adeb8894619e64

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=sha256:1a5955aade25d9440a285f309ff64d7ff6df17d09b4a26b561c076b6193e706f

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:d63e1218c40f9b71850c4969120ff9eb31ff3feed3226f68c323b4a70d675510

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.707440Z digest=sha256:a8836ade1c974084a3264fc258396364a827f2a2584d86134cc8fd981a538921

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=sha256:1338a7a5a7f5c57661612f7f10baddf3e09cd3c0b52cd6805dbb774e97810b14

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.711412Z digest=sha256:68524fc9dafcc5dfbd834a5d2f18eb15e61db88e1caed8b9014e30a628fef6a9

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=sha256:21030c1f392ebafe926b8190c7c40b5c91fe7afecb1fa9fca8dceffe612fbacc

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:d2a04a4f866acbbdbc797717eafb7c616aebbe5f57a1a9e5974a687fda1a9a68

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.719883Z digest=sha256:acadfaa6cb7c423827cf15048465e7debcd9b5cb0f4c0a4a3e1785178a579369

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.722348Z digest=sha256:2d6e78c8167f98f9971694be5861ab506cb3867a6b31f68ccad364e0775366c1

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:c2b036ee8ab1ece2757c88073963d3231d72a9b207e084a5b85e6283685328de

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.715533Z digest=sha256:b9c86865c0e581114853bcfc307b0650de9d70b29e883edaf410ed3e018eb0a5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.726847Z digest=sha256:c0542e3876a57981400280ddb9889d4b8169a4bb9e9b9089becf602a5148265e

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=sha256:6a1bf0046a04425fb4f957172cb34ed04245174a1f7ce7b9152039cf1c7b51ea

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.732897Z digest=sha256:1db0ea62bd822c1107bf8ed918cf89fe1977a6a887a82fbe3e57007c8f1b8b94

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.742639Z digest=sha256:e6be6d2ffc14028130070a338ffa6f2ff697c1dbb9c0727d72acb4453aad0596

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.744653Z digest=sha256:59b5de32fa566725c6840beb797791e78c2969bb2b9f56ed1e839103e0fbbf51

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.746676Z digest=sha256:55d7ac06d2a24a09c7313053209aa79dc519f6c036c8e84bdd0297539cb87faa

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.748809Z digest=sha256:4c3d303514cc9b6f5dfc346ffad19ab39531ce24d1bdbd505759e7f177e502f5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:55:17.750698Z digest=sha256:021bd95495d6702246e5e9a39516efa90e2a20afa2daad749f0d1cf41202a426

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=sha256:394e892cb40cce69200e4ea52a48647bbf9dd46c91bcb02c090b10c03adeef90

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=sha256:728b9f3365fd6c98f2675d1fd0e18080e186fe03dd8fffcf4d050e2049a648d6

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:e6e087161a6df511463b2096d43709a1a9282c8b3085eac99062f4d47116456c

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:c915933a2714b7b8ab1450468c514d89bc6100f895e3541cb89dc7223b0d9bd4

Pith citing papers

No inbound Pith citation observations are available.