Paper Citation Record · LEDGER

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads

As of 8 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 1 inbound Pith citation observation for arXiv:2505.17425.

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

pith.paper-citation-record.v1
2505.17425 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:53:10.220186Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T16:19:28.546527Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

27 of 27 outbound references displayed

verified exact0
verified fuzzy7
unresolved18
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b328584c-93d3-48bd-af20-5cba1caa5a68 · outbound

This paper cites Zero-Shot Robustification of Zero-Shot Models.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads Zero-Shot Robustification of Zero-Shot Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:07.125387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37949cac-7377-445f-a9e9-e29ec967823f · outbound

This paper cites Imagenet: A large-scale hierarchical image database.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads Imagenet: A large-scale hierarchical image database

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:07.540433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7204862-f5ac-42c8-aa6a-3549dc96e0f5 · outbound

This paper cites https://distill.pub/2021/multimodal-neurons.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads https://distill.pub/2021/multimodal-neurons

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:08.410166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b40a3612-94d2-48b3-b4f7-0222096b95f2 · outbound

This paper cites MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:08.548182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdf8dc59-77ae-446c-97a4-d1d432a1ea17 · outbound

This paper cites Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations

Reference 11

Resolution: malformed identifier; no resolver link, observed 2026-08-07T14:53:08.673727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afdd5680-6558-4f9d-850b-e18052dc7ce2 · outbound

This paper cites FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:08.802343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f808442f-9952-4bab-9d97-07075c534c09 · outbound

This paper cites Visual Classification via Description from Large Language Models.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads Visual Classification via Description from Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:09.145035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ad53a71-2b0c-47a0-b97b-e372b1034aa9 · outbound

This paper cites Progress measures for grokking via mechanistic interpretability.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads Progress measures for grokking via mechanistic interpretability

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:09.262731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba8afb02-4dce-45d6-978e-62227a77f494 · outbound

This paper cites Accessed: 2024-11-27.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads Accessed: 2024-11-27

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:53:12.130083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e9877d1e-6578-47da-958d-3b069c083e83 · outbound

This paper cites Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:09.440737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74e2b12d-bf07-461e-938f-d752504f1e7d · outbound

This paper cites Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:09.520737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7f298f6-6806-47a4-8c06-b3c6a52aae7a · outbound

This paper cites GenderBias-\emph{VL}: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads GenderBias-\emph{VL}: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:09.596599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d8db8db-7228-48f7-88e7-8394bafb3514 · outbound

This paper cites Towards Faithful Natural Language Explanations: A Study Using Activation Patching in Large Language Models.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads Towards Faithful Natural Language Explanations: A Study Using Activation Patching in Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:09.683027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 813c03f5-b831-4f99-9504-d90b3a0b0080 · outbound

This paper cites visual" with.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads visual" with

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:53:11.833945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ee28a26f-2387-4c1e-b6ce-b8e7c5778a2e · outbound

This paper cites B.4 Spurious effects in Negative sub-group The correct discovery and distinction between ZY and ZS/ZSY are hinged on the belief that the two can be separated more accurately in GN.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads B.4 Spurious effects in Negative sub-group The correct discovery and distinction between ZY and ZS/ZSY are hinged on the belief that the two can be separated more accurately in GN

Reference 24

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T14:53:11.586986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ec4326fe-9a0c-46ca-8d42-2ba9f0d26ad6 · outbound

This paper cites features.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads features

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:53:11.333988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d839638b-acb7-485b-897d-52e215589b62 · outbound

This paper cites Left: ViT-B/16, Middle: ViT-L/14, Right: ViT-H/14Dataset: Waterbirds Table 11: Top text features for ZSY , ZY , ZS.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads Left: ViT-B/16, Middle: ViT-L/14, Right: ViT-H/14Dataset: Waterbirds Table 11: Top text features for ZSY , ZY , ZS

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:53:11.082762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 71fecb8f-9905-4d79-a170-4a84d7e56396 · outbound

This paper cites bioreactor.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads bioreactor

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:53:10.718969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7440529a-34e9-42ba-ba22-1582ca5bda5c · outbound

This paper cites polar bear.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads polar bear

Reference 1000

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:53:11.990495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 245b783a-1e79-44b6-aa98-ac5b236ddea3 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 2009

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:07.676811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59e0c96a-6a3d-4cd2-b61e-3c21dbccc876 · outbound

This paper cites A Unified Approach to Interpreting Model Predictions.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads A Unified Approach to Interpreting Model Predictions

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:08.999196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc052bdc-faf2-434a-a407-a2796a4a30ab · outbound

This paper cites https://distill.pub/2017/feature-visualization.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads https://distill.pub/2017/feature-visualization

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:09.386505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b27ba93-4b41-426a-96d9-68f7549ff904 · outbound

This paper cites Debiasing Vision-Language Models via Biased Prompts.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads Debiasing Vision-Language Models via Biased Prompts

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:07.348798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77428f52-91d6-4dc3-9e88-b2e7fa2f721e · outbound

This paper cites an unresolved cited work.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads Unresolved cited work

Reference 2021

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:53:12.523663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0a5e9931-9d52-4673-a1f4-330f5f83d273 · outbound

This paper cites Lijie Fan, Dilip Krishnan, Phillip Isola, Dina Katabi, and Yonglong Tian.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads Lijie Fan, Dilip Krishnan, Phillip Isola, Dina Katabi, and Yonglong Tian

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:53:12.319793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3d529ef3-944f-473e-a98e-3cd52142b82f · outbound

This paper cites CLIP the Bias: How Useful is Balancing Data in Multimodal Learning?.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads CLIP the Bias: How Useful is Balancing Data in Multimodal Learning?

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:07.187034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6835847c-c755-4c1d-af9a-2bbd3dec033f · outbound

This paper cites Interpreting CLIP's Image Representation via Text-Based Decomposition.

Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads Interpreting CLIP's Image Representation via Text-Based Decomposition

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:08.213795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 344e30b6-4514-4b83-95b5-1a3be7fc9018 · inbound

A Multifaceted Analysis of Social Biases in Large Language Models cites this paper.

A Multifaceted Analysis of Social Biases in Large Language Models Debiasing CLIP: Interpreting and Correcting Bias in Attention Heads

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T16:19:28.546527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.