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Paper Citation Record · LEDGER

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

As of 19 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 2026-08-19T06:32:44.657259+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:b80af02a2af3565f7557a6ab67b92d5fc7cbe0054b9cf192a399d4f5bf34ebbd

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:44:09.373498Z digest=sha256:d69a0abe7c165d03a3e00635afa2704d8082f0a8bd1b4bea8138ee0e1922287b

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:e91170beec2a09a159341eb5dcdc7322c548fc2014869381a9929c47acbbc7b0

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:44:09.665387Z digest=sha256:487838786e8e81c826101d7c578e83d19fcd8e58781679a789a87c3214d19272

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:eeb4d8bd76f9c7347e199d4612becf742947dd0c1848590ada0a1937c6d9b15d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:44:09.827414Z digest=sha256:9778da9ebbff221c3e4e4c2f6342f2fa38ff8399c1c349e96e8de5eb89d20e11

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:d22476e51306397b59c40907fbc88303e0921287b784ca4f61a2dd59acd52627

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=sha256:1f0f4f2b78f97b624569728c7f70412b9073138f1140014a6292ef9a4db86cc3

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=sha256:9172a50d605f57c3f51b24a4fa16fdfcf3f40c835219a23892f34e511e0d70cd

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:da4d7771c44ae9eb7de1ae525e8c8ff319bad22c6336de010da3bd03f12234f5

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:44:09.300328Z digest=sha256:2b46817f1f6d4db1dad5da754dd6e07f8d82a3850f0ca264a2b4228c3648f7dc

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T13:44:09.196474Z digest=sha256:b2def53c0097eb1a8b89e9b70dfa303f918dd2e086132ab4d84b7bb7ae54b19b

Pith citing papers

No inbound Pith citation observations are available.