Paper Citation Record · LEDGER

MCCE: Missingness-aware Causal Concept Explainer

As of 21 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2411.09639.

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

pith.paper-citation-record.v1
2411.09639 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T20:32:07.629361Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

41 of 41 outbound references displayed

verified exact1
verified fuzzy18
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dc45f0ec-492d-4ec5-9e15-97e8ae836ab9 · outbound

This paper cites Cebab: Estimating the causal effects of real-world concepts on nlp model behavior.

MCCE: Missingness-aware Causal Concept Explainer Cebab: Estimating the causal effects of real-world concepts on nlp model behavior

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:32:08.225298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9741a100-1afb-4430-b525-04b9daa355bb · outbound

This paper cites Permutation importance: a corrected feature importance measure.

MCCE: Missingness-aware Causal Concept Explainer Permutation importance: a corrected feature importance measure

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:32:08.213321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d508c3cd-68c2-4636-991a-02e588441e9e · outbound

This paper cites Logic explained networks.

MCCE: Missingness-aware Causal Concept Explainer Logic explained networks

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:32:08.201902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9f5fbdae-9b50-4bc0-a274-ef0854c792b8 · outbound

This paper cites Machine intelligence in healthcare—perspectives on trustworthiness, explainability, usability, and transparency.

MCCE: Missingness-aware Causal Concept Explainer Machine intelligence in healthcare—perspectives on trustworthiness, explainability, usability, and transparency

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:32:08.189859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 391cd7b3-e2c7-46f2-a5e5-1ad9362b01fa · outbound

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

MCCE: Missingness-aware Causal Concept Explainer BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T20:32:07.504583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 747b3ff6-ac2b-49b4-bfef-f9c3ba0251c9 · outbound

This paper cites The Llama 3 Herd of Models.

MCCE: Missingness-aware Causal Concept Explainer The Llama 3 Herd of Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T20:32:07.508621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73070b59-da2c-419c-b413-91a0aa3180f0 · outbound

This paper cites Are latent factor regression and sparse regression adequate? Journal of the American Statistical Association, 119 0 (546): 0 1076--1088, 2024.

MCCE: Missingness-aware Causal Concept Explainer Are latent factor regression and sparse regression adequate? Journal of the American Statistical Association, 119 0 (546): 0 1076--1088, 2024

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:32:08.178421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 941ea2c6-382a-4241-b57f-165ba7b64a25 · outbound

This paper cites Causalm: Causal model explanation through counterfactual language models.

MCCE: Missingness-aware Causal Concept Explainer Causalm: Causal model explanation through counterfactual language models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T20:32:07.515866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29c9e64c-c3ef-4709-8be7-f83c91f2b188 · outbound

This paper cites Towards automatic concept-based explanations.

MCCE: Missingness-aware Causal Concept Explainer Towards automatic concept-based explanations

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T20:32:07.519040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd5549f2-6208-414c-909a-367c27f4020f · outbound

This paper cites Safe artificial intelligence in finance.

MCCE: Missingness-aware Causal Concept Explainer Safe artificial intelligence in finance

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:32:08.146213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 54cbe72e-1f50-43af-aa69-4dff49c75e5f · outbound

This paper cites Distilling the Knowledge in a Neural Network.

MCCE: Missingness-aware Causal Concept Explainer Distilling the Knowledge in a Neural Network

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T20:32:07.525560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf0ef1b6-75ee-460b-8e4a-c2525fd4f667 · outbound

This paper cites Interpretability beyond feature attribution: Quantitative testing with concept activation vectors (tcav).

MCCE: Missingness-aware Causal Concept Explainer Interpretability beyond feature attribution: Quantitative testing with concept activation vectors (tcav)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:32:08.136584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 187fa3bf-546f-48c9-94c6-967660a20e72 · outbound

This paper cites Probabilistic Concept Bottleneck Models.

MCCE: Missingness-aware Causal Concept Explainer Probabilistic Concept Bottleneck Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T20:32:07.532795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73b7cd73-3b6f-4373-98b8-85e6860f1505 · outbound

This paper cites Concept bottleneck models.

MCCE: Missingness-aware Causal Concept Explainer Concept bottleneck models

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:32:08.126292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2b6759d6-d2e0-4b35-be81-5fb8847716b1 · outbound

This paper cites o ren R K \.

MCCE: Missingness-aware Causal Concept Explainer o ren R K \

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T20:32:07.540367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e050828-ba94-4fcd-8fbd-c2f15018b685 · outbound

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

MCCE: Missingness-aware Causal Concept Explainer RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T20:32:07.544131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d9e873d-2995-4780-9d97-32114aa8dafb · outbound

This paper cites A Unified Approach to Interpreting Model Predictions.

MCCE: Missingness-aware Causal Concept Explainer A Unified Approach to Interpreting Model Predictions

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T20:32:07.548284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b840614b-2417-480d-a5b6-82c9547b710c · outbound

This paper cites Interpretable machine learning.

MCCE: Missingness-aware Causal Concept Explainer Interpretable machine learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T20:32:07.551482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edd55691-ae3e-4f92-a5e7-fe23f7157e16 · outbound

This paper cites Causal interpretability for machine learning-problems, methods and evaluation.

MCCE: Missingness-aware Causal Concept Explainer Causal interpretability for machine learning-problems, methods and evaluation

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:32:08.101229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 59bea0d9-31b8-4709-9a13-f9d2742a2f40 · outbound

This paper cites black box.

MCCE: Missingness-aware Causal Concept Explainer black box

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:32:08.089854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 47727f8a-4650-4c56-8b99-d0331357ec82 · outbound

This paper cites Causality.

MCCE: Missingness-aware Causal Concept Explainer Causality

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:32:08.079374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 815c2b89-7d1e-49a2-9717-09eff00f3a45 · outbound

This paper cites Concept-based explainable artificial intelligence: A survey.

MCCE: Missingness-aware Causal Concept Explainer Concept-based explainable artificial intelligence: A survey

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T20:32:07.564269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cb55810-a5da-4749-85ff-d0be024c31b3 · outbound

This paper cites Explainable, trustworthy, and ethical machine learning for healthcare: A survey.

MCCE: Missingness-aware Causal Concept Explainer Explainable, trustworthy, and ethical machine learning for healthcare: A survey

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:32:08.069559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dd231d8e-5eec-4faa-accf-3a0d4a2ca1ba · outbound

This paper cites Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection.

MCCE: Missingness-aware Causal Concept Explainer Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T20:32:07.571339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf7356e5-c591-4663-840d-fb01140846b3 · outbound

This paper cites Attention-based interpretability with concept transformers.

MCCE: Missingness-aware Causal Concept Explainer Attention-based interpretability with concept transformers

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:32:08.058296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b4603f37-9751-47f8-8a9e-c2d860cfca57 · outbound

This paper cites Model class reliance for random forests.

MCCE: Missingness-aware Causal Concept Explainer Model class reliance for random forests

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:32:08.046758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation da8cd53f-0833-459c-a57f-9e96d28c7ba6 · outbound

This paper cites Rethinking the Role of Gradient-Based Attribution Methods for Model Interpretability.

MCCE: Missingness-aware Causal Concept Explainer Rethinking the Role of Gradient-Based Attribution Methods for Model Interpretability

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-12T20:32:07.692594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c8eef8f0-bdb5-4c3d-ab9a-1489905f907b · outbound

This paper cites Axiomatic attribution for deep networks.

MCCE: Missingness-aware Causal Concept Explainer Axiomatic attribution for deep networks

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T20:32:07.586362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfa1fc52-05ba-4c2d-b7bc-a44e442b66c6 · outbound

This paper cites Sparsity-guided holistic explanation for llms with interpretable inference-time intervention.

MCCE: Missingness-aware Causal Concept Explainer Sparsity-guided holistic explanation for llms with interpretable inference-time intervention

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:32:08.029592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7381c646-9a3e-4b98-a2d8-5d932a2572f4 · outbound

This paper cites Learning concept credible models for mitigating shortcuts.

MCCE: Missingness-aware Causal Concept Explainer Learning concept credible models for mitigating shortcuts

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:32:08.019390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6ca61f86-5fb7-4995-bfe2-73461d20fa85 · outbound

This paper cites Causal proxy models for concept-based model explanations.

MCCE: Missingness-aware Causal Concept Explainer Causal proxy models for concept-based model explanations

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:32:08.008087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 49432cfb-0b3c-43e8-a121-db9e29684de4 · outbound

This paper cites Energy-based concept bottleneck models: Unifying prediction, concept intervention, and probabilistic interpretations.

MCCE: Missingness-aware Causal Concept Explainer Energy-based concept bottleneck models: Unifying prediction, concept intervention, and probabilistic interpretations

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T20:32:07.598009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e96669c1-911f-4a91-9839-ef4bb26e3197 · outbound

This paper cites On completeness-aware concept-based explanations in deep neural networks.

MCCE: Missingness-aware Causal Concept Explainer On completeness-aware concept-based explanations in deep neural networks

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T20:32:07.600817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a27f3f0-f4e5-4f0c-96d7-53eb04d468c7 · outbound

This paper cites Post-hoc Concept Bottleneck Models.

MCCE: Missingness-aware Causal Concept Explainer Post-hoc Concept Bottleneck Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T20:32:07.603582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45950db9-cbec-4edb-a3bd-19a35deb3c9c · outbound

This paper cites Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off.

MCCE: Missingness-aware Causal Concept Explainer Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T20:32:07.606671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e2f9542-a8f0-4f0d-a0cb-1c1345f5b8ad · outbound

This paper cites Learning deep features for discriminative localization.

MCCE: Missingness-aware Causal Concept Explainer Learning deep features for discriminative localization

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T20:32:07.610610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21bc1bfa-006f-4d78-b8ac-b53087208f47 · outbound

This paper cites Finbrain 2.0: when finance meets trustworthy ai.

MCCE: Missingness-aware Causal Concept Explainer Finbrain 2.0: when finance meets trustworthy ai

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:32:07.978459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a73d17cb-5573-45ba-b931-aa927be82d34 · outbound

This paper cites write newline.

MCCE: Missingness-aware Causal Concept Explainer write newline

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T20:32:07.617855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 700db459-0743-4d23-8b9b-057cda9c41ca · outbound

This paper cites @esa (Ref.

MCCE: Missingness-aware Causal Concept Explainer @esa (Ref

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T20:32:07.622079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eea1d6e2-7b5a-4341-a92e-19f9f55ba6db · outbound

This paper cites an unresolved cited work.

MCCE: Missingness-aware Causal Concept Explainer Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T20:32:07.626011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f87fc576-a1c3-438c-a2e3-2bc7c890e588 · outbound

This paper cites an unresolved cited work.

MCCE: Missingness-aware Causal Concept Explainer Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T20:32:07.629361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.