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Paper Citation Record · LEDGER

LPOI: Listwise Preference Optimization for Vision Language Models

As of 8 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2505.21061.

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

pith.paper-citation-record.v1
2505.21061 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:45:58.964182Z

measured 53 of 53 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

53 of 53 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved51
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 59d38f09-1875-4ad4-8d1b-e208bda20790 · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

LPOI: Listwise Preference Optimization for Vision Language Models Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 1

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source=arxiv_source observed=2026-08-07T13:45:53.250462Z digest=sha256:422a6dc140227913e001c0ec8f65c21336148480168ae0e1c10921476d4e1765

Observation a5bbb1e9-fe0f-4198-ac77-325b3bf4948c · outbound

This paper cites Comparing Bad Apples to Good Oranges: Aligning Large Language Models via Joint Preference Optimization.

LPOI: Listwise Preference Optimization for Vision Language Models Comparing Bad Apples to Good Oranges: Aligning Large Language Models via Joint Preference Optimization

Reference 2

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source=arxiv_source observed=2026-08-07T13:45:53.369052Z digest=sha256:34c25b5bef7bcf5cb065fdc60e081e01f2ab473d68f605f44dd2d5fa67838039

Observation cf14ef7f-11e3-4a74-9ed1-e4f5ea5cb9e4 · outbound

This paper cites ViP-LLaVA: Making Large Multimodal Models Understand Arbitrary Visual Prompts.

LPOI: Listwise Preference Optimization for Vision Language Models ViP-LLaVA: Making Large Multimodal Models Understand Arbitrary Visual Prompts

Reference 3

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source=arxiv_source observed=2026-08-07T13:45:53.573721Z digest=sha256:5de0e16da97f7319cace4b5af12ea87e8fe6572cee39d0abf46b0c8d12b31469

Observation 7f8739cc-6371-4187-80b5-c4f08bbe1acc · outbound

This paper cites an unresolved cited work.

LPOI: Listwise Preference Optimization for Vision Language Models Unresolved cited work

Reference 4

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source=arxiv_source observed=2026-08-07T13:45:53.721316Z digest=sha256:e9d3d013b401c0b205e6697a945de3efab9053f19ec0dc300cd66344c9241bab

Observation dbc556e3-7652-46da-b642-0c158d32d31d · outbound

This paper cites an unresolved cited work.

LPOI: Listwise Preference Optimization for Vision Language Models Unresolved cited work

Reference 5

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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=arxiv_source observed=2026-08-07T13:45:53.845950Z digest=sha256:77991dca2a023f3f4a7bc6bbdeea56fc46c5ff777828419696ff95583d4604f0

Observation e460de43-6e9f-4cfe-b620-3d36cf21da78 · outbound

This paper cites YOLO-World: Real-Time Open-Vocabulary Object Detection.

LPOI: Listwise Preference Optimization for Vision Language Models YOLO-World: Real-Time Open-Vocabulary Object Detection

Reference 6

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source=arxiv_source observed=2026-08-07T13:45:54.052711Z digest=sha256:23e380690a4a9e101571a93e5a91e0fc916e3cb01596aeac61102b7b9d35bab6

Observation a4e64ed9-1acf-4cc7-855f-f52845c5b5e6 · outbound

This paper cites Deep reinforcement learning from human preferences.

LPOI: Listwise Preference Optimization for Vision Language Models Deep reinforcement learning from human preferences

Reference 7

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source=arxiv_source observed=2026-08-07T13:45:54.131584Z digest=sha256:4683d5603a827169f70b4b44722a05646844fa2f338671f678ed76e11e2a2d0f

Observation bb7b27b4-f7fc-4012-b787-d561deeb4668 · outbound

This paper cites Enhancing Large Vision Language Models with Self-Training on Image Comprehension.

LPOI: Listwise Preference Optimization for Vision Language Models Enhancing Large Vision Language Models with Self-Training on Image Comprehension

Reference 8

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source=arxiv_source observed=2026-08-07T13:45:54.210668Z digest=sha256:ed5dd6e34bc289933275f2ebed5b6cf6cdad7cd8895c0f7083bc338b135efd23

Observation 18ee7bf8-3c84-4dfd-8f01-176928648ee6 · outbound

This paper cites Scaling Laws for Reward Model Overoptimization.

LPOI: Listwise Preference Optimization for Vision Language Models Scaling Laws for Reward Model Overoptimization

Reference 9

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source=arxiv_source observed=2026-08-07T13:45:54.319696Z digest=sha256:1791c472d274237fe2347d7b39d1ead5a2a1eb11f3cb1cbacd48ad554f60b731

Observation 3819cefe-d47f-4874-8524-04be070ffac7 · outbound

This paper cites Improving alignment of dialogue agents via targeted human judgements.

LPOI: Listwise Preference Optimization for Vision Language Models Improving alignment of dialogue agents via targeted human judgements

Reference 10

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source=arxiv_source observed=2026-08-07T13:45:54.410950Z digest=sha256:4aa8902fc4611a031ddc19abceb05a15e20964cdcced12f84405053876d20307

Observation 7a114a34-461f-4164-9aeb-051344d34b50 · outbound

This paper cites HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models.

LPOI: Listwise Preference Optimization for Vision Language Models HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models

Reference 11

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source=arxiv_source observed=2026-08-07T13:45:54.523163Z digest=sha256:bd5479f5a9c9fb4359bec53ab2a33da6db7412803960d4d2f4612fbb7279f68c

Observation 17d65380-ab35-4e7e-be04-f222e2487c36 · outbound

This paper cites Hadsell, S.

LPOI: Listwise Preference Optimization for Vision Language Models Hadsell, S

Reference 12

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source=arxiv_source observed=2026-08-07T13:45:54.680509Z digest=sha256:2f31c0d62afb77a41b05bd1b6c43d6850fa5d101a7f24fdf4d449d60e177c2d0

Observation d96d496f-ae5e-42c7-806e-5bf959e673c9 · outbound

This paper cites Deep Residual Learning for Image Recognition.

LPOI: Listwise Preference Optimization for Vision Language Models Deep Residual Learning for Image Recognition

Reference 13

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source=arxiv_source observed=2026-08-07T13:45:54.771659Z digest=sha256:7ccb7668f2b12a9d5a2db48dbde043684646c1c6e2fb7320b0c2be13f8153b70

Observation 0bc04ca2-e2c3-4670-997d-e28522a7cdd3 · outbound

This paper cites an unresolved cited work.

LPOI: Listwise Preference Optimization for Vision Language Models Unresolved cited work

Reference 14

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T13:45:54.854787Z digest=sha256:e81c2b23bcbafad1dfc884a297383be42f6c2d96265a7f0bf12c78d932b12329

Observation 93ac7471-9d73-447d-a326-57aa9bac8fea · outbound

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

LPOI: Listwise Preference Optimization for Vision Language Models LoRA: Low-Rank Adaptation of Large Language Models

Reference 15

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source=arxiv_source observed=2026-08-07T13:45:55.009000Z digest=sha256:88494fe28e8bf31f3ddf22e46746d233356d6169e09c30e43a0a8c470d43926e

Observation 4fcac7c7-f49a-430a-80cf-8995fbf9fffe · outbound

This paper cites What matters when building vision-language models?.

LPOI: Listwise Preference Optimization for Vision Language Models What matters when building vision-language models?

Reference 16

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source=arxiv_source observed=2026-08-07T13:45:55.102776Z digest=sha256:140f74c5ceba9f93f51a7c95fc908e7d1b70495ef02d87942bd6294367740781

Observation 33fe8ba4-4dc3-4704-aafd-3cccd388b715 · outbound

This paper cites Silkie: Preference Distillation for Large Visual Language Models.

LPOI: Listwise Preference Optimization for Vision Language Models Silkie: Preference Distillation for Large Visual Language Models

Reference 17

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source=arxiv_source observed=2026-08-07T13:45:55.178315Z digest=sha256:d14bc53a1dbb290c11fbb31b7fa2c94d346c91e83006e593956e84fa14302089

Observation f82dec66-d409-4513-af2d-07c32c7e2178 · outbound

This paper cites Integrating Listwise Ranking into Pairwise-based Image-Text Retrieval.

LPOI: Listwise Preference Optimization for Vision Language Models Integrating Listwise Ranking into Pairwise-based Image-Text Retrieval

Reference 18

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local_arxiv, observed 2026-08-07T13:46:00.077499Z

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=arxiv_source observed=2026-08-07T13:45:55.277278Z digest=sha256:fa5766b86696ea4cfd2822fc4d8be4cdbc0d3c137772b8b2dd8e4697da880057

Observation 1ebdb2ac-b14b-4722-991f-169e278f991f · outbound

This paper cites Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want.

LPOI: Listwise Preference Optimization for Vision Language Models Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want

Reference 19

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source=arxiv_source observed=2026-08-07T13:45:55.390063Z digest=sha256:3e826f3c64c6596cdda806995599537caa14750e3a7fed2d529d7dc105f3af43

Observation 09b1de9c-9a08-4aa2-b00b-9ad0c3d858f5 · outbound

This paper cites Improved Baselines with Visual Instruction Tuning.

LPOI: Listwise Preference Optimization for Vision Language Models Improved Baselines with Visual Instruction Tuning

Reference 20

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source=arxiv_source observed=2026-08-07T13:45:55.466261Z digest=sha256:6787c8894c09b10e8c40ef79ee9f11bdea82b36ef58db8549ccd4beae555525a

Observation e6db6119-d1c9-4791-9265-1c81a41f8863 · outbound

This paper cites Visual Instruction Tuning.

LPOI: Listwise Preference Optimization for Vision Language Models Visual Instruction Tuning

Reference 21

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source=arxiv_source observed=2026-08-07T13:45:55.571669Z digest=sha256:fcb960aad0ab46ed72dd1ae360b1ff0f8aeb4fb27a65eafdc1f1ebff065f6c55

Observation 64f3b64c-a6b2-4a97-ac85-ff154cf31b4a · outbound

This paper cites Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

LPOI: Listwise Preference Optimization for Vision Language Models Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

Reference 22

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source=arxiv_source observed=2026-08-07T13:45:55.711948Z digest=sha256:559f303f9b0fd5946d55974b93fc1b5e9cb4800ea193607e52c3e14d23be7e00

Observation 8d7eba4a-3ff9-4c93-ad87-bddebd038360 · outbound

This paper cites LiPO: Listwise Preference Optimization through Learning-to-Rank.

LPOI: Listwise Preference Optimization for Vision Language Models LiPO: Listwise Preference Optimization through Learning-to-Rank

Reference 23

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source=arxiv_source observed=2026-08-07T13:45:55.816724Z digest=sha256:6632da2c4cd5c2e473d6ec9d2eb1807fab6307abc0079956570865f72416c960

Observation 351d1a80-924b-4edd-b9c1-fef3035bda62 · outbound

This paper cites SimPO: Simple Preference Optimization with a Reference-Free Reward.

LPOI: Listwise Preference Optimization for Vision Language Models SimPO: Simple Preference Optimization with a Reference-Free Reward

Reference 24

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source=arxiv_source observed=2026-08-07T13:45:55.878822Z digest=sha256:ce9fd13fb76b2f7c33bc81594ddca41925395f7bb3ef5e907c961458c5ee4635

Observation 7aec114e-e393-45d5-b967-ab8e5c35643e · outbound

This paper cites Scaling Open-Vocabulary Object Detection.

LPOI: Listwise Preference Optimization for Vision Language Models Scaling Open-Vocabulary Object Detection

Reference 25

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source=arxiv_source observed=2026-08-07T13:45:56.035204Z digest=sha256:1cda8ca43e80b9db42494f1916dc9868156e9eea02ce226807eb0950866bb72d

Observation e3257c19-2265-4c63-b10c-146b0b36249a · outbound

This paper cites GPT-4o System Card.

LPOI: Listwise Preference Optimization for Vision Language Models GPT-4o System Card

Reference 26

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source=arxiv_source observed=2026-08-07T13:45:56.118797Z digest=sha256:9fe26ad58ebd3871d6ce7b644d0e45d9a541f3de7f4db84107740ad80acdee1d

Observation 09251261-72e9-42b7-83b3-fd4144265182 · outbound

This paper cites Training language models to follow instructions with human feedback.

LPOI: Listwise Preference Optimization for Vision Language Models Training language models to follow instructions with human feedback

Reference 27

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source=arxiv_source observed=2026-08-07T13:45:56.176366Z digest=sha256:aef7807af59e056dba1646dcec696d179b755a0a22b1a40f7966a468f7999e30

Observation 881e100c-4a68-4ef0-b55f-329b5d5fff0b · outbound

This paper cites Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization.

LPOI: Listwise Preference Optimization for Vision Language Models Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization

Reference 28

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source=arxiv_source observed=2026-08-07T13:45:56.237159Z digest=sha256:692b19d192b6dc297522dcc1f125a13799c24f97fbbd76d537568164ab8686c8

Observation afacd7eb-405c-4909-b3fb-0818e3aa0374 · outbound

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

LPOI: Listwise Preference Optimization for Vision Language Models Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Reference 29

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source=arxiv_source observed=2026-08-07T13:45:56.341007Z digest=sha256:f4dca59796d8dd41fab981aafd866fc34eda86b466cc8dd54420dd54e2987246

Observation 1f48987a-b6cf-4740-8b1a-bc95027adc3c · outbound

This paper cites Contrastive Learning with Hard Negative Samples.

LPOI: Listwise Preference Optimization for Vision Language Models Contrastive Learning with Hard Negative Samples

Reference 30

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source=arxiv_source observed=2026-08-07T13:45:56.463830Z digest=sha256:2c02c74d49f6cfeedf14a727bd9b3e031e30923fbef6e358ff0553558e78bf31

Observation f94dff3a-b6bb-4941-9cef-df3468e1aa57 · outbound

This paper cites Object Hallucination in Image Captioning.

LPOI: Listwise Preference Optimization for Vision Language Models Object Hallucination in Image Captioning

Reference 31

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source=arxiv_source observed=2026-08-07T13:45:56.530238Z digest=sha256:8957780931cdb5020d23e0776261f225712cfbb59cc2971ec330516bb864b197

Observation 18dca663-26bf-4c96-bafc-d22e2010a868 · outbound

This paper cites Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment.

LPOI: Listwise Preference Optimization for Vision Language Models Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment

Reference 32

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Observation 67878832-dda0-457a-8e58-8f2547339463 · outbound

This paper cites an unresolved cited work.

LPOI: Listwise Preference Optimization for Vision Language Models Unresolved cited work

Reference 33

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source=arxiv_source observed=2026-08-07T13:45:56.780656Z digest=sha256:970981febdaa6e763cec285e8bcd056f3961a764b859fb1b7d116f9c7a40290f

Observation cef1a705-6e1d-4fe4-b967-8f7369bcafec · outbound

This paper cites What does CLIP know about a red circle? Visual prompt engineering for VLMs.

LPOI: Listwise Preference Optimization for Vision Language Models What does CLIP know about a red circle? Visual prompt engineering for VLMs

Reference 34

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source=arxiv_source observed=2026-08-07T13:45:56.874054Z digest=sha256:d647ed1ff964a39b2ef5cabe74f4f195769d9c8f7cb422044d641033cae15bbc

Observation 29a73b90-9297-4977-b2fb-e39741917e83 · outbound

This paper cites Preference Ranking Optimization for Human Alignment.

LPOI: Listwise Preference Optimization for Vision Language Models Preference Ranking Optimization for Human Alignment

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:56.960790Z digest=sha256:f192bb68ad02b753a68bb6ee4b8a4b1d5567027e959b9e11435da18fa7091fe4

Observation e7dd32bf-a9f7-48ba-913d-6254d76f657e · outbound

This paper cites Learning to summarize from human feedback.

LPOI: Listwise Preference Optimization for Vision Language Models Learning to summarize from human feedback

Reference 36

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source=arxiv_source observed=2026-08-07T13:45:57.073908Z digest=sha256:6ad1679a9fc9f9ef5399e9724b6cecb89b14113db7a93aa8cab1b8fbcca6bc59

Observation 444f3d24-3691-4fa7-bcbb-0fc86ded3bf2 · outbound

This paper cites Aligning Large Multimodal Models with Factually Augmented RLHF.

LPOI: Listwise Preference Optimization for Vision Language Models Aligning Large Multimodal Models with Factually Augmented RLHF

Reference 37

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source=arxiv_source observed=2026-08-07T13:45:57.195765Z digest=sha256:5b1539dd5b99805425af260cda2de5ea08f6fb55d14a1cd9cb7361800fc48b15

Observation abfa1f5f-c24f-4664-a279-ea700245fe5c · outbound

This paper cites mDPO: Conditional Preference Optimization for Multimodal Large Language Models.

LPOI: Listwise Preference Optimization for Vision Language Models mDPO: Conditional Preference Optimization for Multimodal Large Language Models

Reference 38

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source=arxiv_source observed=2026-08-07T13:45:57.282620Z digest=sha256:ae39aad0198c10308ef139bb425ddb4c3732b13e296a728337e988fb2ef12a42

Observation e1410784-7edc-40c5-bc2b-266f26a159d2 · outbound

This paper cites AMBER: An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination Evaluation.

LPOI: Listwise Preference Optimization for Vision Language Models AMBER: An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination Evaluation

Reference 39

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no resolver link, observed 2026-08-07T13:45:57.372377Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T13:45:57.372377Z digest=sha256:6a899dc779c3b003f8feb03e04babfb7851bb18047da545ca2a0d2fa03094b44

Observation 0ac4b01f-4cd7-4810-8161-76edb9375d4f · outbound

This paper cites Visual Prompting in Multimodal Large Language Models: A Survey.

LPOI: Listwise Preference Optimization for Vision Language Models Visual Prompting in Multimodal Large Language Models: A Survey

Reference 40

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unresolved
no resolver link, observed 2026-08-07T13:45:57.523050Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T13:45:57.523050Z digest=sha256:77e8bc2d23ba10b11f95d02c58ce2986206242c00738d1b187ac71ce91cebdc4

Observation 6126a066-589b-4ddd-8218-a565ae573762 · outbound

This paper cites SQL-Rank: A Listwise Approach to Collaborative Ranking.

LPOI: Listwise Preference Optimization for Vision Language Models SQL-Rank: A Listwise Approach to Collaborative Ranking

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:45:59.450101Z

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=arxiv_source observed=2026-08-07T13:45:57.662505Z digest=sha256:075ae49c2250f018e7b40903a0a1156a6aebebb36f864f9bd03bb9f3fd4729f9

Observation 3f6a8ad6-ab43-4e82-8b61-fcdb73ba4dba · outbound

This paper cites Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback.

LPOI: Listwise Preference Optimization for Vision Language Models Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback

Reference 42

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no resolver link, observed 2026-08-07T13:45:57.781749Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T13:45:57.781749Z digest=sha256:468d313b2b425a0af6b1c947383089ba7860cd7a12c34c4921f544772e8f6384

Observation 0860ab92-0c4e-4de0-8668-9df2a0361d57 · outbound

This paper cites V-DPO: Mitigating Hallucination in Large Vision Language Models via Vision-Guided Direct Preference Optimization.

LPOI: Listwise Preference Optimization for Vision Language Models V-DPO: Mitigating Hallucination in Large Vision Language Models via Vision-Guided Direct Preference Optimization

Reference 43

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no resolver link, observed 2026-08-07T13:45:57.901345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:57.901345Z digest=sha256:91b4a4792a57d8cf4a130ff17b342f99220217e68e2da8e7e19d7e71689951d0

Observation dfa4bd3c-b466-44e1-87db-f009da03e8bb · outbound

This paper cites Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation.

LPOI: Listwise Preference Optimization for Vision Language Models Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation

Reference 44

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unresolved
no resolver link, observed 2026-08-07T13:45:57.999280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:57.999280Z digest=sha256:26687fda9d6570ad6f2d8be4ef036fff429bc3af44d41d9cdcdb77484e39ca51

Observation 852b20d8-b573-4fa0-9a4a-ad0bc0437ec3 · outbound

This paper cites Some things are more CRINGE than others: Iterative Preference Optimization with the Pairwise Cringe Loss.

LPOI: Listwise Preference Optimization for Vision Language Models Some things are more CRINGE than others: Iterative Preference Optimization with the Pairwise Cringe Loss

Reference 45

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unresolved
no resolver link, observed 2026-08-07T13:45:58.094216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:58.094216Z digest=sha256:e0c07425380dc0905c2731691675fa9a0d47b9ede239b79db390a1100eddc1fd

Observation 53d5ba67-3ad2-4eb4-ac1f-fcd5148cfb91 · outbound

This paper cites RRHF: Rank Responses to Align Language Models with Human Feedback without tears.

LPOI: Listwise Preference Optimization for Vision Language Models RRHF: Rank Responses to Align Language Models with Human Feedback without tears

Reference 46

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unresolved
no resolver link, observed 2026-08-07T13:45:58.215396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:58.215396Z digest=sha256:96a2c5fb0e64f1fb2ff451a2c6aeb93c28f3734f7e415b3ff7ad17c063b62a76

Observation fd87b182-3dfc-4ccd-88fe-b8d196ab0a0f · outbound

This paper cites Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective.

LPOI: Listwise Preference Optimization for Vision Language Models Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:58.323400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:58.323400Z digest=sha256:d379a91432d86b4663d6496bffd62f538201e4a62e4027c27d43aa334b62a0a1

Observation ed407162-7cb2-496a-b155-083fc95d441f · outbound

This paper cites Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback.

LPOI: Listwise Preference Optimization for Vision Language Models Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback

Reference 48

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unresolved
no resolver link, observed 2026-08-07T13:45:58.432036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:58.432036Z digest=sha256:9d1acdf072673ae9af3cdf29057fc44a6185c8be9457dc54399fc1b875257639

Observation 466bfe38-9fb0-4cba-a405-a3f696a8ce37 · outbound

This paper cites Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization.

LPOI: Listwise Preference Optimization for Vision Language Models Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization

Reference 49

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unresolved
no resolver link, observed 2026-08-07T13:45:58.553603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:58.553603Z digest=sha256:0c2978a0e858f772255a3b565fd84d12e46cb61be1f18a15561d11b865b15929

Observation 35eac0c2-dff5-441c-8429-35fe9e534d72 · outbound

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

LPOI: Listwise Preference Optimization for Vision Language Models Aligning Modalities in Vision Large Language Models via Preference Fine-tuning

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:58.668895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:58.668895Z digest=sha256:71a4f512c7e7885e7dd2ee876863343f8f2563a1a75d6d4bf407bdbb14fe652c

Observation 09ab64f9-3dbf-44ba-be34-5ea6bbac0f84 · outbound

This paper cites Fine-Tuning Language Models from Human Preferences.

LPOI: Listwise Preference Optimization for Vision Language Models Fine-Tuning Language Models from Human Preferences

Reference 51

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no resolver link, observed 2026-08-07T13:45:58.747127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:58.747127Z digest=sha256:2a8ab23cb530d864ee42989c1a4c4aac3b381b0c8ecaa41e44e9901095951ce0

Observation eb1bf442-e968-4b92-8316-a099606e4460 · outbound

This paper cites online" 'onlinestring :=.

LPOI: Listwise Preference Optimization for Vision Language Models online" 'onlinestring :=

Reference 52

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T13:45:58.877958Z digest=sha256:e82b36175580b7ee1e85dbd1dea4ff9b6ef63443b3334ffe68e38c97239569cb

Observation fd7f327f-935e-4d80-969e-06df80621895 · outbound

This paper cites write newline.

LPOI: Listwise Preference Optimization for Vision Language Models write newline

Reference 53

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unresolved
no resolver link, observed 2026-08-07T13:45:58.964182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:58.964182Z digest=sha256:9c81892e3391f164d05b321149c81ac66cd8a6beb905868c3e68694fe1d5dd6d

Pith citing papers

No inbound Pith citation observations are available.