Paper Citation Record · LEDGER

Concept Boundary Vectors

As of 15 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2412.15698.

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

pith.paper-citation-record.v1
2412.15698 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:13:38.699481Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

32 of 32 outbound references displayed

verified exact2
verified fuzzy13
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2c57a5d8-f48e-45e7-af7e-3b29d20aa110 · outbound

This paper cites Attention Is All You Need.

Concept Boundary Vectors Attention Is All You Need

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T11:13:38.016760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eed5609-c1ab-4cd0-9cdf-24e416c4f8ce · outbound

This paper cites Language Models are Unsupervised Multitask Learners, 2018.

Concept Boundary Vectors Language Models are Unsupervised Multitask Learners, 2018

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:39.634020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4c32c7de-f2c1-4ce0-8abf-9b2e4cccff54 · outbound

This paper cites Efficient Estimation of Word Representations in Vector Space.

Concept Boundary Vectors Efficient Estimation of Word Representations in Vector Space

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T11:13:38.080464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5462ad62-5dfc-4b0e-b273-889faf8e375a · outbound

This paper cites an unresolved cited work.

Concept Boundary Vectors Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:13:39.621191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5d1cefa2-c4cf-48bd-9d48-06238d50d8cb · outbound

This paper cites Mishra, and Sanjiv Kumar Jain.

Concept Boundary Vectors Mishra, and Sanjiv Kumar Jain

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:39.607774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ff51ebe2-600f-4828-a337-4af0b5b40ea4 · outbound

This paper cites Formal Analysis of Neural Network-Based Systems in the Aircraft Domain.

Concept Boundary Vectors Formal Analysis of Neural Network-Based Systems in the Aircraft Domain

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:39.594352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a1171a64-7c3f-4807-aec9-fb2836ea4d67 · outbound

This paper cites Introducing ChatGPT, November 2022.

Concept Boundary Vectors Introducing ChatGPT, November 2022

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:39.581660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation dba4efe6-e4f3-4368-b2f6-21af70d0d300 · outbound

This paper cites Why Should I Trust You?.

Concept Boundary Vectors Why Should I Trust You?

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:39.568299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d3276db4-7d72-4f17-8f9d-b0aa0fed70af · outbound

This paper cites Lundberg and Su-In Lee.

Concept Boundary Vectors Lundberg and Su-In Lee

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:39.554738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 66b9c7f7-a4bd-4dc4-8a6c-9e3c8563cb13 · outbound

This paper cites Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCA V), June.

Concept Boundary Vectors Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCA V), June

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:39.541305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation eb997491-3b94-4660-a0d9-2aeedc80f094 · outbound

This paper cites Toward Transparent AI: A Survey on Interpreting the Inner Structures of Deep Neural Networks.

Concept Boundary Vectors Toward Transparent AI: A Survey on Interpreting the Inner Structures of Deep Neural Networks

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T11:13:38.217346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe2ea2e5-8e77-42d3-a0f3-5915e96510f3 · outbound

This paper cites Sparse Autoencoders Find Highly Interpretable Features in Language Models.

Concept Boundary Vectors Sparse Autoencoders Find Highly Interpretable Features in Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T11:13:38.222910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 403b2e07-2fd4-4dd3-822d-2a40ebd5498e · outbound

This paper cites On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors.

Concept Boundary Vectors On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-11T11:13:39.286569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ef3ab90f-66d4-48da-99a3-5b46a77186ac · outbound

This paper cites Adversarial TCAV -- Robust and Effective Interpretation of Intermediate Layers in Neural Networks.

Concept Boundary Vectors Adversarial TCAV -- Robust and Effective Interpretation of Intermediate Layers in Neural Networks

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T11:13:38.276521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5b56dc5-08f5-45c8-abe7-00bacace68fe · outbound

This paper cites Concept Activation Regions: A Generalized Framework For Concept-Based Explanations.

Concept Boundary Vectors Concept Activation Regions: A Generalized Framework For Concept-Based Explanations

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T11:13:38.381550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eff5f4d7-9587-4984-86e4-5cc2d815dffb · outbound

This paper cites Topological Data Analysis of Decision Boundaries with Application to Model Selection.

Concept Boundary Vectors Topological Data Analysis of Decision Boundaries with Application to Model Selection

Reference 16

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T11:13:39.085824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 560e910d-1490-4107-8888-7d0196fce09a · outbound

This paper cites The Linear Representation Hypothesis and the Geometry of Large Language Models.

Concept Boundary Vectors The Linear Representation Hypothesis and the Geometry of Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T11:13:38.479969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ea64003-c981-412f-897a-e17ae5521e8f · outbound

This paper cites Emergent Linear Representations in World Models of Self-Supervised Sequence Models.

Concept Boundary Vectors Emergent Linear Representations in World Models of Self-Supervised Sequence Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T11:13:38.484985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ce7ff11-8885-481b-8593-92579be4d816 · outbound

This paper cites Inspecting and Editing Knowledge Representations in Language Models.

Concept Boundary Vectors Inspecting and Editing Knowledge Representations in Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T11:13:38.489620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d73f532-65a5-40e5-95ba-a648fd88ca2d · outbound

This paper cites Local Interpretation of Transformer Based on Linear Decomposition.

Concept Boundary Vectors Local Interpretation of Transformer Based on Linear Decomposition

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:39.527202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9724cc3d-6b0f-46da-bae8-9c254c5c79f9 · outbound

This paper cites The mnist database of handwritten digit images for machine learning research.

Concept Boundary Vectors The mnist database of handwritten digit images for machine learning research

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T11:13:38.499067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acda81ee-883c-496d-8c1e-1bf887ac5139 · outbound

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

Concept Boundary Vectors An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T11:13:38.503360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d60010ab-29a5-4b19-983d-a580ba20fa9b · outbound

This paper cites Krizhevsky.

Concept Boundary Vectors Krizhevsky

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:39.503857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9dab9c1e-9597-4279-b77d-2e861a4dd77f · outbound

This paper cites Adam — PyTorch 2.4 documentation, 2023.

Concept Boundary Vectors Adam — PyTorch 2.4 documentation, 2023

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:39.488668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0dfb1c3f-f681-459b-a8eb-cff2ba99e7da · outbound

This paper cites Topological Methods for the Analysis of High Dimensional Data Sets and 3D Object Recognition.

Concept Boundary Vectors Topological Methods for the Analysis of High Dimensional Data Sets and 3D Object Recognition

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:39.471799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 074c628b-cb4c-4b56-b740-95bd128beec4 · outbound

This paper cites an unresolved cited work.

Concept Boundary Vectors Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:13:39.459919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a8856625-ad16-43e5-876e-9a39595d9f84 · outbound

This paper cites Explaining Explainability: Recommendations for Effective Use of Concept Activation Vectors.

Concept Boundary Vectors Explaining Explainability: Recommendations for Effective Use of Concept Activation Vectors

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T11:13:38.579927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e16c64f-4925-4688-8947-17c7bb30c52a · outbound

This paper cites Topological Singularity Detection at Multiple Scales.

Concept Boundary Vectors Topological Singularity Detection at Multiple Scales

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-11T11:13:38.832810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3d789151-5810-4c90-954d-fc8695f8046d · outbound

This paper cites Towards Monosemanticity: Decomposing Language Models With Dictionary Learning.

Concept Boundary Vectors Towards Monosemanticity: Decomposing Language Models With Dictionary Learning

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:39.429608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a2a8e8ee-8c6a-4cd5-bf6b-8ac5fdcad8ef · outbound

This paper cites an unresolved cited work.

Concept Boundary Vectors Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:13:39.383922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 38541357-4548-4617-a761-1c5a406f01e0 · outbound

This paper cites It is clear that Algorithm 1 is quadratic in the number of points in AC+ and AC−, however, there is also a burden imposed by the dimensionality of the latent representations.

Concept Boundary Vectors It is clear that Algorithm 1 is quadratic in the number of points in AC+ and AC−, however, there is also a burden imposed by the dimensionality of the latent representations

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:39.370128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 12c26f90-066f-4032-95b8-db9885ccdf78 · outbound

This paper cites Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV).

Concept Boundary Vectors Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV)

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-11T11:13:38.211995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.