Paper Citation Record · LEDGER

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny

As of 20 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2505.07908.

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

pith.paper-citation-record.v1
2505.07908 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:20:53.536441Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

36 of 36 outbound references displayed

verified exact3
verified fuzzy0
unresolved32
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malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 890b9f04-3921-4201-a56f-162fbb708cd5 · outbound

This paper cites Longformer: The Long-Document Transformer.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Longformer: The Long-Document Transformer

Reference 1

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Observation 0f526e39-494a-4804-80f8-5194834cb14b · outbound

This paper cites Language Models are Few-Shot Learners.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Language Models are Few-Shot Learners

Reference 2

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Observation 5dc89d9e-4652-46f7-ad89-7f62e4600e6f · outbound

This paper cites Emerging Properties in Self-Supervised Vision Transformers.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Emerging Properties in Self-Supervised Vision Transformers

Reference 3

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Observation 3bcfd9de-fb09-4cff-b46b-27a7b7b06270 · outbound

This paper cites Decision Transformer: Reinforcement Learning via Sequence Modeling.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Decision Transformer: Reinforcement Learning via Sequence Modeling

Reference 4

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Observation 6f175dd0-4cf1-4016-8130-ab73f3f6f02e · outbound

This paper cites Primal-Attention: Self-attention through Asymmetric Kernel SVD in Primal Representation.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Primal-Attention: Self-attention through Asymmetric Kernel SVD in Primal Representation

Reference 5

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Observation 067d25aa-d249-4be5-b359-c3f1a5cab0dc · outbound

This paper cites Rethinking Attention with Performers.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Rethinking Attention with Performers

Reference 6

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Observation 3a405b68-ca74-49ce-9825-46c4943fea30 · outbound

This paper cites On Learning the Transformer Kernel.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny On Learning the Transformer Kernel

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-15T22:20:54.173926Z

Source-reported events for the cited work

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Observation 7a2eec10-6bcd-4678-a0df-09726c5ebf85 · outbound

This paper cites ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

Reference 8

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Observation bf34546b-366f-4eaa-8ea5-3793493550aa · outbound

This paper cites Unsupervised Cross-lingual Representation Learning at Scale.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Unsupervised Cross-lingual Representation Learning at Scale

Reference 9

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Observation aaa274c8-f1f1-487b-844e-b4229859453c · outbound

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A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Unresolved cited work

Reference 10

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Observation e5c3a9af-fc5e-496b-8627-03160bbd142a · outbound

This paper cites Universal Transformers.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Universal Transformers

Reference 11

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Observation 0a944ff4-7945-4669-9c34-405e2f0c413d · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T22:20:53.403731Z

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Observation f7cdb3e5-c830-4e80-a439-67e1a8779e21 · outbound

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

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 14

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Observation f2e53d26-19d9-4066-94a1-d5aff74956f1 · outbound

This paper cites Taming Transformers for High-Resolution Image Synthesis.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Taming Transformers for High-Resolution Image Synthesis

Reference 15

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Observation 3ad12393-9305-4a15-b7b9-c9872a6873b7 · outbound

This paper cites Music Transformer.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Music Transformer

Reference 16

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Observation 82b351ce-0255-41ce-8174-259ba00ab403 · outbound

This paper cites Similarity of Neural Network Representations Revisited.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Similarity of Neural Network Representations Revisited

Reference 17

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Observation 1b400f85-0aaf-401f-8bc8-43f8e8e90220 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 18

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Observation 45013191-0588-4eca-b1e9-304597ea042c · outbound

This paper cites Swin Transformer: Hierarchical Vision Transformer using Shifted Windows.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

Reference 19

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Observation 7f160855-6d21-4b22-9cba-0477b708fc6a · outbound

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A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T22:20:53.441788Z

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Observation d2322b91-8b23-4641-b8f1-37863c5178f4 · outbound

This paper cites Pointer Sentinel Mixture Models.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Pointer Sentinel Mixture Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T22:20:53.446849Z

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Observation c6fb9da8-771c-4b92-a0b9-0b6a0adbf32b · outbound

This paper cites A Primal-Dual Framework for Transformers and Neural Networks.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny A Primal-Dual Framework for Transformers and Neural Networks

Reference 22

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Observation 3d693622-c84f-41b9-97e9-e780a55c11b2 · outbound

This paper cites Image Transformer.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Image Transformer

Reference 23

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Observation 1aba2f72-38ce-4ac0-b0c2-98b903a1e7c1 · outbound

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A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Unresolved cited work

Reference 24

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Observation 07d3a9f0-e89c-4cf7-a9fa-836543db8912 · outbound

This paper cites Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T22:20:53.468796Z

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Observation e2c534d7-a77d-4611-b1d4-a01e15f6a2db · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T22:20:53.475232Z

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Observation c1a7542e-35f0-473a-bc72-df277253a7d7 · outbound

This paper cites ImageNet Large Scale Visual Recognition Challenge.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny ImageNet Large Scale Visual Recognition Challenge

Reference 27

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Observation f70d8615-72f6-4f80-b7ec-4ca1eca54705 · outbound

This paper cites Hunter, Costas Bekas, and Alpha A.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Hunter, Costas Bekas, and Alpha A

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T22:20:53.487999Z

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Observation 0de7b8ad-7e68-40b6-beea-8e5de36c18cb · outbound

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A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Unresolved cited work

Reference 29

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Source-reported events for the cited work

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Observation 4722d1d8-f8c2-4015-9f20-568ac87f1323 · outbound

This paper cites Unveiling the Hidden Structure of Self-Attention via Kernel Principal Component Analysis.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Unveiling the Hidden Structure of Self-Attention via Kernel Principal Component Analysis

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T22:20:53.498541Z

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Observation 449b1baf-105d-42d0-b86e-1adc1aa90476 · outbound

This paper cites Training data-efficient image transformers & distillation through attention.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Training data-efficient image transformers & distillation through attention

Reference 31

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Observation 916aa7a0-0be8-4cd7-94fe-92893cfb0b23 · outbound

This paper cites Transformer Dissection: A Unified Understanding of Transformer's Attention via the Lens of Kernel.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Transformer Dissection: A Unified Understanding of Transformer's Attention via the Lens of Kernel

Reference 32

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Observation 9e2240ab-58ab-4567-b4f2-14fd45e915d6 · outbound

This paper cites On the optimality of kernels for high-dimensional clustering.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny On the optimality of kernels for high-dimensional clustering

Reference 33

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Observation d8db8bbb-0544-4571-a684-457a0d99160e · outbound

This paper cites Attention Is All You Need.

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Attention Is All You Need

Reference 34

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Observation 1e337ea8-8653-40f4-9744-98c6978005cb · outbound

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A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Unresolved cited work

Reference 35

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Observation 7b9ad494-269c-461a-bf4a-043e5a7f3895 · outbound

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A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny online" 'onlinestring :=

Reference 36

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Observation 7826e711-5810-4047-8d5e-6dea377f99db · outbound

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A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny write newline

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Pith citing papers

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