Pith. sign in

Paper Citation Record · LEDGER

LPOI: Listwise Preference Optimization for Vision Language Models

As of 18 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 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:53.250462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:53.250462Z digest=sha256:f57744e889d1efc852105cacd5c3ca1cdca6aeb20a3495bc5876b15891b90099

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:53.369052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:53.369052Z digest=sha256:65a823ad798efc7e3613586bd254c1186e4508a93c824933971fdba613090271

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:53.573721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:53.573721Z digest=sha256:b5a750f1bbe505144621d7d0c6ded2e9b6d924352f5e5bb4456d1150fda0d947

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:53.721316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:53.721316Z digest=sha256:7356da69ffa0e8a2c957e029102a3d1ddd78a7156dc509fd8b3f3c2cb1a6b83e

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

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:46:00.630261Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T13:45:53.845950Z digest=sha256:a78dec9d1881dd6abef111ff9bd2f66eb6576146c22d4679fc59aa210138f905

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:54.052711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:54.052711Z digest=sha256:e785b0bc3176b356dd37dc3a65149efa1857772074050268242e00e0ad06ca86

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:54.131584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:54.131584Z digest=sha256:410a530b4aa35bd34beacf1ffe87146bd9c86a8d02021f2932f0f7d36f92b24d

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:54.210668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:54.210668Z digest=sha256:81eb7bbc2453b1664a38958ed18adf206181241bec2f137d9c0a5ae9ad82b1ae

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:54.319696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:54.319696Z digest=sha256:f2e35ba3ff206118afc0fb769344c5a92a41b7f7f84302d4c5e817c740ef19b7

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:54.410950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:54.410950Z digest=sha256:b2d8c216f97ea9c9b7c53b23cd78ae82acc7f3f160d8e3d1f1853ab36010eff2

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:54.523163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:54.523163Z digest=sha256:4eddad679e21c0af14a5fa84817270132b0df2feb32bb9861a299ba23294467e

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

This paper cites Hadsell, S.

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

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:54.680509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:54.680509Z digest=sha256:64a5186a19858e7e889eb1020a8b1452ab3e82d39dd3935d6fe4dbb01637f56d

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:54.771659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:54.771659Z digest=sha256:14e54aad90ca642dc691a31cbf5438cdcac3c173620d5f716d9ae84b47685293

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:54.854787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:54.854787Z digest=sha256:382d456b9218b2fb7316274227d8620c426706f5df696c4b795de434a063c2d2

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:55.009000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:55.009000Z digest=sha256:83e7fabf9d401b60a71c88aedaa1f6035291bb5b1816d39a7403dec8d1d8ec00

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:55.102776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:55.102776Z digest=sha256:cc2f0690840d5161ccbd58d4ad58455b2cd94c071028d723abb99d5782344607

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:55.178315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:55.178315Z digest=sha256:a28187653481721c05516d429cba36e794d9b43e279d1e140f783e463cdf8c37

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

Resolution
verified exact
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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T13:45:55.277278Z digest=sha256:41b027428ab4d82f5a0d4d005799149d47897bee1227191a9ef5432de3dbb4b2

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:55.390063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:55.390063Z digest=sha256:61baa81e3ce0ec4f696a7961683508b3af9e6be376a39035a9fb32957a756e2c

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:55.466261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:55.466261Z digest=sha256:08824e000f8fc512f16adf637604ce3905375c219f5addc082e92d86255b2e65

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:55.571669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:55.571669Z digest=sha256:80c428a290d0ce1e371612dda732578ac7b8441b3fa6562dca9c344b25135f90

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:55.711948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:55.711948Z digest=sha256:e07cc7fe6f52a51d7619d599b070309f69e95c473f1153e59b7bfee491bbf818

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:55.816724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:55.816724Z digest=sha256:a98a16cee9946785f50ba267dfc553f3ef6d4bc5c89e1216ba7d3dfed97de94e

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:55.878822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:55.878822Z digest=sha256:d483882cca21a22501a334fbb7daa5f123d207289fcd0f3eb4c05ded6236328f

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:56.035204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:56.035204Z digest=sha256:f099d2f4f3608d510dba1fa422e20a48cdd2f679b3dc28a5656d45102ad156f2

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:56.118797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:56.118797Z digest=sha256:c9621b0139f7316d4a5a689a5ad679c9d9327c984b7cac195147bfcff6dedaa9

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:56.176366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:56.176366Z digest=sha256:033dc215d81c1fe84eae2abdbad075dfcc03ccb03bbfc1b779d4ca0cc9b44f70

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:56.237159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:56.237159Z digest=sha256:61df0265655fe862a197cb87f6cae878b38553784a923f8b7dbecf2efae4e7c5

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:56.341007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:56.341007Z digest=sha256:5edb13b8e6028dfd4e2886d31e8f1e4b7b7fc5144962a7a17374547619af186c

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:56.463830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:56.463830Z digest=sha256:b242a28a6bc48687c1dab364b0a9598e027cd5c4aab5309e53ce107c381d642a

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:56.530238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:56.530238Z digest=sha256:1a54e7ac27b7a54fc2b8e1c13bd93895ef612273c52a35951b2ff12e569a4efd

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:56.617261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:56.617261Z digest=sha256:10cdb9eb1d909cdf1b74937bddcaa716d140684c76c8494172b64ec06b370d74

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:56.780656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:56.780656Z digest=sha256:85087926883ebcb11adc9f38e62484b97060288c73bca900db3522f61d235735

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:56.874054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:56.874054Z digest=sha256:b6762d5e1649cd319c90a23c363c37e861eb9e0e57249415a8203cd4cbddef12

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:56.960790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:56.960790Z digest=sha256:3c6e3a78791f852448a8c6b11c4a24137ef88a21a413fa0a9b6bea4af40a5884

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:57.073908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:57.073908Z digest=sha256:7254adde5bf31956b04a42e471d84db91b8ffe2b132353105bd751e41b73a151

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:57.195765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:57.195765Z digest=sha256:dfc009fd90794d0f101721d7775a4768230b7399cb272f85c5a20697e9d53210

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:57.282620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:57.282620Z digest=sha256:c86c8cee2a96378b0a57bc81d82a7f11dd91e4e04c0e93caaa26e10557043658

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:57.372377Z digest=sha256:3449d35eb32cbb9c810d71d23fdc212b9476f8a08d271d8fe5b048a5b5b93a7f

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:57.523050Z digest=sha256:adf640735fe4f4485c5caa2adb30ec61c4020a1b44bd359cd8c9741e6f1b5053

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T13:45:57.662505Z digest=sha256:4541d3c8138fa6e7f130dae5162163fd905eecf48d5d3a286e57e8779b71bb0c

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:57.781749Z digest=sha256:fe93fb24b73ded2c1be1d6a9baf248cae45cb94fa53963d376b8a697a3a90fe3

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

Resolution
unresolved
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:ab5850ff92581ff9b4356f9258e4d23cfde380effe98f4ec2107bf0b0dadb5c3

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

Resolution
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=sha256:418e3e46f216966f08b660cb2b8e849f80d3f3bf23ed93156adc0e6e9d8fd61c

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

Resolution
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=sha256:2d7697086042c70ed7f4697038851b02de8f9645873de1643ed603b6d51c4b33

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

Resolution
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=sha256:92a0ce029136ff15a34496dd1787a58281a445317f415fb328c15467a663f965

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=sha256:7cfca6fc47acc48d8b6416662516524667ebf905b07f6ec40ac9b2bd6424ed95

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

Resolution
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:e40ec59fd1d78e3a57b7694c4252972702bb4778b800ce317b4554fa574ae134

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

Resolution
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=sha256:5135bd820da9abbeb2ce2fb5b3a11ee6dcea1a1d9352c55fd4f835c225f1950d

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:a625ef396e552baeeed38946fae8933f285680cc669a9f7971e60c0cef096d29

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

Resolution
unresolved
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:e90b3b363a0fb7b063e96d60d8627dad527af2fa9939429bf2c8a1bb5ad68b9e

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

This paper cites online" 'onlinestring :=.

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

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:58.877958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:58.877958Z digest=sha256:58460f3924bc5ca1a570c3083443d712f50bd7a398608a30a1755115e60f7d46

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

This paper cites write newline.

LPOI: Listwise Preference Optimization for Vision Language Models write newline

Reference 53

Resolution
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=sha256:4227b7778bc668c65bea8e34be95162dcc1c210dc3dbb7c9bfae42741eee2dd3

Pith citing papers

No inbound Pith citation observations are available.