Paper Citation Record · LEDGER

Hierarchical Fault Detection and Diagnosis for Transformer Architectures

As of 4 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2604.28118.

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

pith.paper-citation-record.v1
2604.28118 v2

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-01T07:46:53.976462Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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

39 of 39 outbound references displayed

verified exact23
verified fuzzy9
unresolved1
parse uncertain0
malformed identifier1
metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9ba34300-88b8-41f3-9212-f9853310a9a6 · outbound

This paper cites Layer Normalization.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures Layer Normalization

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-07-01T07:55:31.298059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8ebd3e64-558c-44aa-8e88-d1c229aceb0a · outbound

This paper cites The Price of Curiosity: Information Recovery in de Sitter Space.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures The Price of Curiosity: Information Recovery in de Sitter Space

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T07:55:31.312123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9a6d92e3-74cd-4595-b17c-7135e91b6aa5 · outbound

This paper cites Bradley , keywords =.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures Bradley , keywords =

Reference 3

Resolution: metadata mismatch; doi, observed 2026-07-01T07:55:30.402832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 00db44ba-821e-4ce7-bce8-832a3f956fdd · outbound

This paper cites Cuda: Compiling and optimizing for a gpu platform.Procedia Computer Science, 9:1910–1919.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures Cuda: Compiling and optimizing for a gpu platform.Procedia Computer Science, 9:1910–1919

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T14:32:36.435211Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f24eff4c-30ba-4fca-896e-df0636a9a559 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures Evaluating Large Language Models Trained on Code

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-07-01T07:55:31.285032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ed2b90f5-ee10-4f98-a566-7ddd787af22d · outbound

This paper cites What does bert look at? an analysis of bert’s attention.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures What does bert look at? an analysis of bert’s attention

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T14:32:36.437022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 22bf999d-8c31-4092-a160-f72d4a7a37bf · outbound

This paper cites FT-Transformer: Resilient and Reliable Transformer with End-to-End Fault Tolerant Attention.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures FT-Transformer: Resilient and Reliable Transformer with End-to-End Fault Tolerant Attention

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-01T07:55:31.322610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 239e08bf-b220-48f5-bb7b-fb9552e24214 · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures Bert: Pre-training of deep bidirectional transformers for language understanding

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T14:32:36.432886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 98b746a1-22c5-469a-90b8-6840f074bc6d · outbound

This paper cites How contextual are contextualized word representations? Comparing the geometry of BERT, ELMo, and GPT-2 embeddings.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures How contextual are contextualized word representations? Comparing the geometry of BERT, ELMo, and GPT-2 embeddings

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T14:32:36.440712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e3841421-90a9-45e2-8b41-b0b0450525f4 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures Gemini: A Family of Highly Capable Multimodal Models

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-07-01T07:55:31.305109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 28add972-7a5d-460f-bc5f-1ec817847cf9 · outbound

This paper cites OpenWebText corpus, 2019.�� .

Hierarchical Fault Detection and Diagnosis for Transformer Architectures OpenWebText corpus, 2019.��

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T14:32:36.415733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6a18c736-9400-44e4-bd6c-aa19cc70c99e · outbound

This paper cites When Agents Fail: A Comprehensive Study of Bugs in LLM Agents with Automated Labeling.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures When Agents Fail: A Comprehensive Study of Bugs in LLM Agents with Automated Labeling

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-07-01T07:55:31.334125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f7b4926f-64a6-4881-b146-da150ab3c0c1 · outbound

This paper cites 2025.IRFuzzer: Specialized Fuzzing for LLVM Backend Code Generation.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures 2025.IRFuzzer: Specialized Fuzzing for LLVM Backend Code Generation

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T07:55:30.408119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 04170a5b-3ace-4fd7-a73a-a894f1ca59db · outbound

This paper cites In-flight range optimization of multicopters using multivariable extremum seeking with adaptive step size.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures In-flight range optimization of multicopters using multivariable extremum seeking with adaptive step size

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-01T07:55:31.338026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1f51574b-3571-456c-8716-a3f4f608c358 · outbound

This paper cites Chatdbg: Augmenting debugging with large language models.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures Chatdbg: Augmenting debugging with large language models

Reference 15

Resolution: metadata mismatch; doi, observed 2026-07-01T07:55:30.394762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d5e5702e-bbb1-4435-9675-93b4aa88775c · outbound

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

Hierarchical Fault Detection and Diagnosis for Transformer Architectures RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-07-01T07:55:31.318987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b1908fee-f982-415a-a5a7-33a1014e2de1 · outbound

This paper cites Deepmutation: Mutation testing of deep learning systems.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures Deepmutation: Mutation testing of deep learning systems

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T14:32:36.417829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ee53a8d9-763f-42a5-b6c3-47e4a462b5e5 · outbound

This paper cites URL�� .

Hierarchical Fault Detection and Diagnosis for Transformer Architectures URL��

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-01T07:55:30.419911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation eaf69546-c038-41b4-8ce9-73951f0aea09 · outbound

This paper cites 2025.IRFuzzer: Specialized Fuzzing for LLVM Backend Code Generation.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures 2025.IRFuzzer: Specialized Fuzzing for LLVM Backend Code Generation

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T07:55:30.403705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 52ae8e43-28f6-4648-9126-d021bb6700d6 · outbound

This paper cites An Empirical Model of Large-Batch Training.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures An Empirical Model of Large-Batch Training

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-07-01T07:55:31.326363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6f8168fe-8f8a-406a-9df1-645636fcd7b0 · outbound

This paper cites Pointer Sentinel Mixture Models.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures Pointer Sentinel Mixture Models

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-07-01T07:55:31.323260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f31e709f-bba4-4352-999f-7376fa14cdce · outbound

This paper cites Fault Localization in Deep Learning-based Software: A System-level Approach.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures Fault Localization in Deep Learning-based Software: A System-level Approach

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-01T07:55:31.332324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8b7acec2-472e-4a8d-a3ad-d47563f03ef1 · outbound

This paper cites Ramaravind K.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures Ramaravind K

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T14:32:36.421078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8626db20-6b4a-4a6b-9dea-8a9c025fbccf · outbound

This paper cites Vera and Bellamy, Rachel K.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures Vera and Bellamy, Rachel K

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-07-01T07:55:30.415618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation daaaa895-a6ba-419c-b3b0-966b0684759f · outbound

This paper cites GPT-4 Technical Report.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures GPT-4 Technical Report

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-07-01T07:55:31.308961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a12bd630-a651-4700-9f2d-9da78327cc5a · outbound

This paper cites The LAMBADA dataset: Word prediction requiring broad discourse context.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures The LAMBADA dataset: Word prediction requiring broad discourse context

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T14:32:36.430406Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2dec5387-cc01-4f65-886b-47110f089924 · outbound

This paper cites Ketai Qiu, Niccolò Puccinelli, Matteo Ciniselli, and Luca Di Grazia.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures Ketai Qiu, Niccolò Puccinelli, Matteo Ciniselli, and Luca Di Grazia

Reference 27

Resolution: verified exact; doi, observed 2026-07-01T07:55:30.392228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6ae956ef-9451-4184-8a45-544c133d64cd · outbound

This paper cites doi: 10.1145/3709353.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures doi: 10.1145/3709353

Reference 28

Resolution: verified exact; doi, observed 2026-07-01T07:55:30.391524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f19cd756-5c1a-4618-aae2-2f2015e68902 · outbound

This paper cites A Multi-Agent Approach to Fault Localization via Graph-Based Retrieval and Reflexion.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures A Multi-Agent Approach to Fault Localization via Graph-Based Retrieval and Reflexion

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-07-01T07:55:31.330829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4b7a9db9-3bb0-4519-8ccb-9ff5c0c46507 · outbound

This paper cites An Overview of Multi-Task Learning in Deep Neural Networks.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures An Overview of Multi-Task Learning in Deep Neural Networks

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-07-01T07:55:31.320678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b039e0af-19b5-4c23-b386-5d8a457f8471 · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-07-01T07:55:31.311596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 061698eb-1578-4f8d-b4f6-1b2b7fd495c8 · outbound

This paper cites Where's the Bug? Attention Probing for Scalable Fault Localization.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures Where's the Bug? Attention Probing for Scalable Fault Localization

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-01T07:55:31.301434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 98821f9c-9b83-4129-ba27-28e7109a1741 · outbound

This paper cites URL�� .

Hierarchical Fault Detection and Diagnosis for Transformer Architectures URL��

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-07-01T07:55:30.399034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6e2e1e25-5f06-479e-861c-689d8c544396 · outbound

This paper cites Nemec et al.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures Nemec et al

Reference 34

Resolution: malformed identifier; doi_truncated, observed 2026-07-01T07:55:30.411407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5b8018cf-ceaa-4b11-9beb-2e4f87774ac7 · outbound

This paper cites an unresolved cited work.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-07-06T14:32:36.424172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ff49f1d5-8ad6-474c-be16-ff288fab8a3b · outbound

This paper cites Deepseer: Interactive rnn explanation and debugging via state abstraction.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures Deepseer: Interactive rnn explanation and debugging via state abstraction

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T14:32:36.413788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4c27c491-58e9-4565-b895-1dd13239b444 · outbound

This paper cites 68 Mohammad Wardat, Wei Le, and Hridesh Rajan.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures 68 Mohammad Wardat, Wei Le, and Hridesh Rajan

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-07-01T07:55:30.388094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 79d4b2cf-e08f-4893-aebc-d9fe16bef7bc · outbound

This paper cites An Effective Data-Driven Approach for Localizing Deep Learning Faults.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures An Effective Data-Driven Approach for Localizing Deep Learning Faults

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-07-01T07:55:31.301916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 309d5637-8c8c-4152-a692-385fbcc3a3e7 · outbound

This paper cites Atpatch: Debugging transformers via hot-fixing over-attention.arXiv preprint arXiv:2601.21695.

Hierarchical Fault Detection and Diagnosis for Transformer Architectures Atpatch: Debugging transformers via hot-fixing over-attention.arXiv preprint arXiv:2601.21695

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-07-01T07:55:31.341363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Pith citing papers

No inbound Pith citation observations are available.