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Paper Citation Record · LEDGER

Interpreting Social Bias in LVLMs via Information Flow Analysis and Multi-Round Dialogue Evaluation

As of 8 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2505.21106.

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

pith.paper-citation-record.v1
2505.21106 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:44:10.027628Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

12 of 12 outbound references displayed

  • verified exact0
  • verified fuzzy5
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 16a79ad4-1cdf-4f7e-8b57-8433635e589d · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

Interpreting Social Bias in LVLMs via Information Flow Analysis and Multi-Round Dialogue Evaluation Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:09.061372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:09.061372Z digest=sha256:0a610f19b93a3d0d884cc05901aa297758bbded9ee8fa1d5d711bc43cac77392

Observation c4ba2cdc-0955-4c81-b466-56b3a2a1cb1b · outbound

This paper cites In Pro- ceedings of the 2024 Conference on Empirical Meth- ods in Natural Language Processing, pages 12814– 12845.

Interpreting Social Bias in LVLMs via Information Flow Analysis and Multi-Round Dialogue Evaluation In Pro- ceedings of the 2024 Conference on Empirical Meth- ods in Natural Language Processing, pages 12814– 12845

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:10.695732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:44:09.373498Z digest=sha256:1cb6b102c92fc80a47b1f74e81b5a25296b1b6c5ce401387fca8ab6616ceeba0

Observation 775a5bad-84b2-4847-bea6-970904d2de4f · outbound

This paper cites Improved Baselines with Visual Instruction Tuning.

Interpreting Social Bias in LVLMs via Information Flow Analysis and Multi-Round Dialogue Evaluation Improved Baselines with Visual Instruction Tuning

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:09.498119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:09.498119Z digest=sha256:e43d0fd24ccf9a828fdad4dc86e7a3380bb9598d90c0b2a3a265378e268723f4

Observation fc4a0354-54ba-40aa-94cf-9a91d7ef9700 · outbound

This paper cites In The 2023 Conference on Empirical Methods in Natural Lan- guage Processing.

Interpreting Social Bias in LVLMs via Information Flow Analysis and Multi-Round Dialogue Evaluation In The 2023 Conference on Empirical Methods in Natural Lan- guage Processing

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:10.459793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:44:09.665387Z digest=sha256:d1ef360f90c989c5151c6ca0cd3b813a0f17e6c3d07268e9ccbfc0317ff83057

Observation 4fc514d2-f23d-4523-92ef-3a8a8d64ad70 · outbound

This paper cites FMBench: Benchmarking Fairness in Multimodal Large Language Models on Medical Tasks.

Interpreting Social Bias in LVLMs via Information Flow Analysis and Multi-Round Dialogue Evaluation FMBench: Benchmarking Fairness in Multimodal Large Language Models on Medical Tasks

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:09.742511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:09.742511Z digest=sha256:6b7c011078b16821f3f0c43899509eedfb73c354f92645eacce593f2cb7667cd

Observation 3686915f-842b-44bc-96bc-9d1b4125e14a · outbound

This paper cites Muhammad Bilal Zafar, Isabel Valera, Manuel Gomez Rogriguez, and Krishna P Gummadi.

Interpreting Social Bias in LVLMs via Information Flow Analysis and Multi-Round Dialogue Evaluation Muhammad Bilal Zafar, Isabel Valera, Manuel Gomez Rogriguez, and Krishna P Gummadi

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:10.300582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:44:09.827414Z digest=sha256:3c3684856fe34d5ab96aa586870db6c60fce24268ac5af0bbd7904ae600aa0d3

Observation d595b4d8-664f-4f4c-a21c-947feaa1fcd5 · outbound

This paper cites Cross-modal Information Flow in Multimodal Large Language Models.

Interpreting Social Bias in LVLMs via Information Flow Analysis and Multi-Round Dialogue Evaluation Cross-modal Information Flow in Multimodal Large Language Models

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:10.027628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:10.027628Z digest=sha256:43d4f51bbaa7dc4429b0fc9a79bf43cdaa5298413467a417855e92e6f45fbe2f

Observation 7210f6fc-82aa-4822-8db8-6c0a783b0a66 · outbound

This paper cites VLBiasBench: A Comprehensive Benchmark for Evaluating Bias in Large Vision-Language Model.

Interpreting Social Bias in LVLMs via Information Flow Analysis and Multi-Round Dialogue Evaluation VLBiasBench: A Comprehensive Benchmark for Evaluating Bias in Large Vision-Language Model

Reference 2017

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:09.924422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:09.924422Z digest=sha256:bf745ba8cf1d4268c80db683c353ff3662ee93544cb03900dbca7e7ac6c5f867

Observation 3b31227c-8b8f-44c7-b931-2dd8acb3a7d8 · outbound

This paper cites Smooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models.

Interpreting Social Bias in LVLMs via Information Flow Analysis and Multi-Round Dialogue Evaluation Smooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:09.566023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:09.566023Z digest=sha256:a38cc650bd7415e88420a9662ee7d0ed7ee71f4f20f6c8c8f88ab0736d7aa38e

Observation 98c29627-d56e-4cd9-91ef-b8f8c0fd35bc · outbound

This paper cites GPT-4 Technical Report.

Interpreting Social Bias in LVLMs via Information Flow Analysis and Multi-Round Dialogue Evaluation GPT-4 Technical Report

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:08.971600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:08.971600Z digest=sha256:fd9b2e74dd3480da672bee3e6924c155d7f39bd69334e950a6b08ce83cec1731

Observation 5b3b85a2-51c1-4e46-b394-99ed64aea54a · outbound

This paper cites In Proceedings of the 2024 Con- ference on Empirical Methods in Natural Language Processing, pages 6801–6816.

Interpreting Social Bias in LVLMs via Information Flow Analysis and Multi-Round Dialogue Evaluation In Proceedings of the 2024 Con- ference on Empirical Methods in Natural Language Processing, pages 6801–6816

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:10.859749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:44:09.300328Z digest=sha256:2f6b4339a72f84df63ad021e60b30b890550398ffb7b5987936b0f4093f7610a

Observation 7aa6b75b-ec3b-4022-b246-791bfd121e68 · outbound

This paper cites In Proceedings of the 2025 Confer- ence of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 5946–5991.

Interpreting Social Bias in LVLMs via Information Flow Analysis and Multi-Round Dialogue Evaluation In Proceedings of the 2025 Confer- ence of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 5946–5991

Reference 2025

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:11.091555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:44:09.196474Z digest=sha256:89887080ee42fd3b1c9b28c3a8cb19aa4a3e5b339c111dfe4a8cdda93c568ee2

Pith citing papers

No inbound Pith citation observations are available.