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Paper Citation Record · LEDGER

LPOI: Listwise Preference Optimization for Vision Language Models

As of 15 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 2026-08-15T06:32:42.880941+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=sha256:30d13f0bcecfeecd7b07412c5954f705570c448737bfeb07a6755b827c4112a0

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=sha256:70fbec47264cb5a400957181caed4bd2caa6fa316bc92fdf0c41c95576047dfc

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:f2512c52de98a338d55ff216c9483c4ebacedaa4e1310346c8e3e78892b7be05

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:e9e6f4b3fb164bc8d93de70f4cf82d1226fd9bb7ddaecee4122aea0c1c10fc4c

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T13:45:53.845950Z digest=sha256:570a2637b21eb3ee439e5e286ba275de27170caa38455108e0abc5a8f4d06518

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:e39a693c2bdf562544fffc6310cddedca0af24584afba0ca71d926e2d40b2298

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:b9f7a82a0f3f74792a92005841a7e9584416296d6c6fcbc78c4463a2b8356119

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=sha256:6d38eb3c453a911fbbb9a6560aa572b5501a4031877867023162191be762aab2

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=sha256:38726dae2ea6663b01e5de071b1bec75700c759b583af3ba67b1952c76ebd31b

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:c88b15c6f68d8271b0db959976e6b42ccafcd583a829e0ee1a758ff5c173ef80

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:a266f2872a55c5407d99a8f497a156d1352883e04aa5a6dc81a8445d1f145fa6

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=sha256:01039480a239f9243d540c00823d92f47ff91691598f878dac09015c0a5d0ffb

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:e4a288cec53b06f898da72cb18e6068152921fda78a56db569b6ee20d62802f4

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=arxiv_source observed=2026-08-07T13:45:54.854787Z digest=sha256:a98eb533b13899749707d65f313587e48b1eb7600eb57e2f96dfa64640011012

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:d72ad8a826b2e98394e9fb464fcc4857c46a88d2ac6be3485628648d822c324c

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=sha256:56e23acc06243e36611796af4c09bf16b36fc334f27bbe6ae07f3dd59d8044c8

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:dce08db981ccc61edc43dbdef0dff775b8b2d6c640d6c5be771d6f14c8cdeb8b

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T13:45:55.277278Z digest=sha256:9621b7ec8d331d750596d5602881c2370d2d2e67fe44565323d3d16bb5e9c797

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=sha256:55821de4cc34cf7c25728d2cb6e208ed7f50e1d9c4da2ffc2e7f49e63b216c0b

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:a6e0394413aa55ac9bf7e7aa1b1edc3441ac7561e4a8600b49815f8f6cf5bdcf

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=sha256:39df26b24499f2f9956e308297ce407ce4b74f07615211e8e5afbf62cb7fdbfc

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=sha256:44e7093e7e6b295c8b8f0eac32ffb85b44ab68ec196b0bfca8b8c23e94ebd157

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=sha256:52e025fb5333cb7713882e305b807fc79352b24b566b1a09e6b3cb805812bee2

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:c9853bdb5c96abb2d5653e81076438df19d01d6725fb4e5ca53f60b1886a3485

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=sha256:11e93b78795bfe532d012a0362c13b13f3fa81555c404f76a620e74dfc7ea981

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:ef2550b1024da1a9934d5b98f8816cc694920367a1f173c45e377d651423f2b1

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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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:56.176366Z digest=sha256:65c6eea10e8d9636c848fe68dc9d1da9ce87c277df523a265bd060ad6b1172df

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=sha256:88fc84575eeb36adeb2ca5a7e49387acc0d1916fdf8e5c703b9cbeede6f2b6d9

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=sha256:55bc28981c49e8928a7a8f7a45b8647790d7727a1d8af0de02afa8f7e3b7fb92

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-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:56.463830Z digest=sha256:a243bcd3049dcbf160e6a4d0b93f151704dd0aa35aeee36a91631c88fc4bd7bc

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-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:56.530238Z digest=sha256:55f053e0df302fcd5d34e28e9c0028c254a8f3ac2afe01d11f5d83f0ad225601

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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source=arxiv_source observed=2026-08-07T13:45:56.617261Z digest=sha256:c8681bf8203d1226db8f0e6b79a1ae943f036e69d8032a0f0b1557bd0e5a0b5c

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=sha256:35c27eead9520355231db3377d0d2bea36921d727b0b0f30ea7c3cafb6a07ce2

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=sha256:658d2dec1d28182d1569f2820402e0bd9bd39153b241aa8b385f1033a3ca31c1

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

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source=arxiv_source observed=2026-08-07T13:45:56.960790Z digest=sha256:c169f26059dc6aaa974056474112601e06e5f1caa996a890fc30630047fa5c0a

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:f5f8a728f83cc9ee74ab896a926cd32313c480b8d9d0dd2033dba336331625b2

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:c5aaeb2914638d6b077ca960365d77f46d42a46090cb086984b253ce82ea0a6e

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=sha256:73b076cf017d1197607c868417732d63a55ef9c33bd773dc6dfaeec555c2ca11

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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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:57.372377Z digest=sha256:353428fd4d8dd47e997b1032c8e5a4da840abe7e39ace5086822dc7d211bc295

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=sha256:6825c0d29c9e7ef271851b03c9eeb48929e22bdbc90dc54c48d6134abc51d88b

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T13:45:57.662505Z digest=sha256:6c3e56a15b8eae57c629fecac6ec8ddf25c145029bb46f014bbdf2f88a7137d7

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=sha256:1d9d33e4e9dab5da8d730202b532e7ba38e36d63b6aa2064e6c8d70e4ccb8ac1

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:a37f5d81343cb40692a2600b4daedb1d18dc617fc3d0e9436585409273279abd

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T13:45:57.999280Z digest=sha256:da511a33e38c9d46a70818d8e13d0e402c443aa0c352258cce4b13c51cb7363d

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=sha256:2fa81becb9e3d1dead704ea6deb678d8dbd84b29015a60af50297941b695a8c2

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=sha256:496aa6c5df695ac459414be49bf6de18e398e3e8be6acffb8bebfdf3390c5c1b

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

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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=sha256:9048de2095408f17cb6e7c8f10c58fd83046f5c21f5342891f5a94608c7ee8b6

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=sha256:3d3e02f68cde2365683e438e598968e2d4b9a02e4fa2f17b46ff0ebc9629f0b1

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=sha256:0596065208b0607f4b5532b3a09e24339b33e4968b0ac0811804256f42d96ab0

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

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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=sha256:52f53e1a3a180783e28a712edab8f8340990bab783977781e0166002e4e0f19f

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

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source=arxiv_source observed=2026-08-07T13:45:58.747127Z digest=sha256:46bec3d75d753c6477633058da3570d5f882f0bcc5dbeb58c36c282a013af9e3

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=arxiv_source observed=2026-08-07T13:45:58.877958Z digest=sha256:4d78e383b1982fbf921f19cf540bffbccca456c07b54378429d0c6becd675c69

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T13:45:58.964182Z digest=sha256:8c9b832dc264deffe12ceb07f76c3a45c0c7f45ab30e3e43fb94a1c7c73e642c

Pith citing papers

No inbound Pith citation observations are available.