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Paper Citation Record · LEDGER

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs

As of 10 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2608.00076.

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

pith.paper-citation-record.v1
2608.00076 v2

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T04:27:07.932164Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

21 of 21 outbound references displayed

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External citation measurements

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Outbound references

Observation 763be5cb-b83e-42dd-b839-0eec196a34bc · outbound

This paper cites Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey.

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey

Reference 5

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Observation 533b991b-3549-47f0-a4c1-e19abfba5d97 · outbound

This paper cites Scaling and evaluating sparse autoencoders.

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs Scaling and evaluating sparse autoencoders

Reference 8

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Observation 43999eea-21ba-4444-a1f3-9e3f479c38f4 · outbound

This paper cites Gemma 3 Technical Report.

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs Gemma 3 Technical Report

Reference 9

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Observation a638ba08-b008-4e45-87ab-a74c56ca15a9 · outbound

This paper cites InAdvances in Neural Information Processing Systems.

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs InAdvances in Neural Information Processing Systems

Reference 11

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Observation 5fabadee-bab1-4deb-b1f7-f996f485bf3d · outbound

This paper cites A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models.

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models

Reference 14

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Observation 4cf2a745-dc56-4910-8009-2254c7877323 · outbound

This paper cites InInternationalConferenceonLearningRepresen- tations.

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs InInternationalConferenceonLearningRepresen- tations

Reference 15

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation cd758f7f-cab3-439e-87f9-aaedb6340716 · outbound

This paper cites Large Language Diffusion Models.

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs Large Language Diffusion Models

Reference 16

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Observation eef559a7-abdc-4616-a01f-380a6caba14e · outbound

This paper cites In Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, 3094–3109.

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs In Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, 3094–3109

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation eeda113e-4b51-41e4-a186-0a82c6edc4c5 · outbound

This paper cites InProceedingsoftheIEEEinternationalconferenceoncom- puter vision, 618–626.

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs InProceedingsoftheIEEEinternationalconferenceoncom- puter vision, 618–626

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 157a78b3-e3a3-4441-80ae-23fa8c7516c5 · outbound

This paper cites Reinforcement Speculative Decoding for Fast Ranking.

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs Reinforcement Speculative Decoding for Fast Ranking

Reference 19

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Unavailable: canonical work link unavailable.

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Observation e81b727f-a8c1-4181-98fc-42da1c784f7b · outbound

This paper cites InEuropean Conference on Computer Vision, 351–368.

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs InEuropean Conference on Computer Vision, 351–368

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation addf7ff3-0ed8-47a6-a314-9b7ca3f86ec3 · outbound

This paper cites Omni-Diffusion:UnifiedMulti- modal Understanding and Generation with Masked Discrete Diffusion.

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs Omni-Diffusion:UnifiedMulti- modal Understanding and Generation with Masked Discrete Diffusion

Reference 565

Resolution
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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation bf3f7145-7f23-4501-b08c-a652474b1488 · outbound

This paper cites Towards better understanding of gradient-based attribution methods for Deep Neural Networks.

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs Towards better understanding of gradient-based attribution methods for Deep Neural Networks

Reference 2017

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Observation f8e2ba72-8dc2-449a-a8a2-61d4bdf6684c · outbound

This paper cites InAdvances in Neural Information Processing Systems, volume 33, 6840–6851.

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs InAdvances in Neural Information Processing Systems, volume 33, 6840–6851

Reference 2020

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 37aafc6d-bdcd-4a4d-a69d-886f47b19df9 · outbound

This paper cites Dunefsky,J.;Chlenski,P.;andNanda,N.2024.

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs Dunefsky,J.;Chlenski,P.;andNanda,N.2024

Reference 2021

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation ac7d38a6-b6af-4b90-981e-0add59c5db18 · outbound

This paper cites MultiViz: Towards Visualizing and Understanding Multimodal Models.

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs MultiViz: Towards Visualizing and Understanding Multimodal Models

Reference 2022

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Source-reported events for the cited work

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Observation 8c5b0106-7aa3-425d-943d-315fe52526fe · outbound

This paper cites DiG-IN: Diffusion Guidance for Investigating Networks -- Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations.

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs DiG-IN: Diffusion Guidance for Investigating Networks -- Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations

Reference 2023

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Unavailable: canonical work link unavailable.

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Observation 7cb0f611-6967-4e1a-b20d-b22eaf847959 · outbound

This paper cites InIEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 8182–8187.

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs InIEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 8182–8187

Reference 2024

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 1cdf0d50-4b2b-4172-aa6a-4c552618b22c · outbound

This paper cites Efficient-DLM: From Autoregressive to Diffusion Language Models, and Beyond in Speed.

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs Efficient-DLM: From Autoregressive to Diffusion Language Models, and Beyond in Speed

Reference 2025

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Unavailable: canonical work link unavailable.

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Observation 34eb97c3-f40d-4e7d-8f78-634be343d6f7 · outbound

This paper cites Augustin, M.; Boreiko, V.; Croce, F.; and Hein, M.

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs Augustin, M.; Boreiko, V.; Croce, F.; and Hein, M

Reference 2026

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e4e40113-9cc2-48fe-9f84-7d9c6f0565e9 · outbound

This paper cites InProceedings of the 64th Annual Meeting of the Asso- ciation for Computational Linguistics.

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs InProceedings of the 64th Annual Meeting of the Asso- ciation for Computational Linguistics

Reference 6723

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verified fuzzy
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Source-reported events for the cited work

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Pith citing papers

No inbound Pith citation observations are available.