Paper Citation Record · LEDGER

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off

As of 14 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 2 inbound Pith citation observations for arXiv:2412.12169.

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

pith.paper-citation-record.v1
2412.12169 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:34:04.341262Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:09:08.876648Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-09T05:45:21.224271Z

Reference resolution

40 of 40 outbound references displayed

verified exact5
verified fuzzy2
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8fbacf19-0fa0-4c8e-97cb-7a1082cff95d · outbound

This paper cites Rationalization through Concepts.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Rationalization through Concepts

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-11T17:34:04.844003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7b53dc07-ce39-49de-a02e-7144fa1a499a · outbound

This paper cites Deriving Machine Attention from Human Rationales.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Deriving Machine Attention from Human Rationales

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T17:34:04.071589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a3ff21a-adab-4ac3-9c36-bba59005b927 · outbound

This paper cites an unresolved cited work.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:34:05.313359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a743150a-0ab6-4b52-a1cd-e7a6b931cc34 · outbound

This paper cites an unresolved cited work.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:34:05.291467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0178e445-f489-4684-8606-e403728949d7 · outbound

This paper cites an unresolved cited work.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:34:05.276396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f0cf7be3-0dc7-405a-b8ab-27115cdc28aa · outbound

This paper cites EDUCE: Explaining model Decisions through Unsupervised Concepts Extraction.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off EDUCE: Explaining model Decisions through Unsupervised Concepts Extraction

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-11T17:34:04.809393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1cedd717-f67d-4b5d-a598-cc6269a822d5 · outbound

This paper cites an unresolved cited work.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:34:05.260465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e5ab265c-4d85-4e3b-a14a-b0f832318b6e · outbound

This paper cites Black-Box Access is Insufficient for Rigorous AI Audits.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Black-Box Access is Insufficient for Rigorous AI Audits

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T17:34:04.117190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0082860a-c6c1-42ba-a027-8f016a15c637 · outbound

This paper cites FRAME: Evaluating Rationale-Label Consistency Metrics for Free-Text Rationales.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off FRAME: Evaluating Rationale-Label Consistency Metrics for Free-Text Rationales

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-11T17:34:04.770847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5ce3c7d4-9dbd-4c47-904f-b7b533b556bc · outbound

This paper cites an unresolved cited work.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:34:05.242295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c7fd8d95-6c0c-4efe-badd-7c896474cd50 · outbound

This paper cites Driving with LLMs: Fusing Object-Level Vector Modality for Explainable Autonomous Driving.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Driving with LLMs: Fusing Object-Level Vector Modality for Explainable Autonomous Driving

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T17:34:04.141103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abe5cf6b-df2b-46f5-a4ee-436a8519ffea · outbound

This paper cites an unresolved cited work.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:34:05.225441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 39da7f14-8dd6-4c14-ad9f-cfb06f6bfd52 · outbound

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

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T17:34:04.154167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd12d09f-438c-40a2-9a90-27a5c32a767f · outbound

This paper cites an unresolved cited work.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:34:05.205367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5b0ad830-faeb-4257-9665-3ad23a6b3e70 · outbound

This paper cites Towards A Rigorous Science of Interpretable Machine Learning.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Towards A Rigorous Science of Interpretable Machine Learning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T17:34:04.168882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42fdf38a-4889-4ed1-8c53-067312768a4b · outbound

This paper cites Keane, Eoin M.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Keane, Eoin M

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:34:05.183996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c05ea5ac-2654-4dd7-a70f-7db5fb653aac · outbound

This paper cites Kenny, Akshay Dharmavaram, Sang Uk Lee, Tung Phan-Minh, Shreyas Rajesh, Yunqing Hu, Laura Major, Momchil S.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Kenny, Akshay Dharmavaram, Sang Uk Lee, Tung Phan-Minh, Shreyas Rajesh, Yunqing Hu, Laura Major, Momchil S

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-08-11T17:34:04.693619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 296c092a-b976-4792-8932-48926e692d7c · outbound

This paper cites an unresolved cited work.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:34:05.165635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 84f1f170-416e-452f-8381-fe2b296e03b6 · outbound

This paper cites Kenny, Mycal Tucker, and Julie Shah.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Kenny, Mycal Tucker, and Julie Shah

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:34:05.146835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 450f2dd0-3216-43a4-b6f1-e7c179139fa5 · outbound

This paper cites an unresolved cited work.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:34:05.129577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 702fd351-aa3d-4de3-bc55-a383fbcf2bd7 · outbound

This paper cites an unresolved cited work.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:34:05.110743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 32b1d294-904c-4507-80e1-18203256b260 · outbound

This paper cites an unresolved cited work.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:34:05.093630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1438ce38-0824-423d-83ab-1bc8851d90f2 · outbound

This paper cites an unresolved cited work.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:34:05.076489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation dd8218dc-0660-4e24-bee8-d7445027830b · outbound

This paper cites an unresolved cited work.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:34:05.057117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation cbc4a265-7a12-496a-a332-9a407715e2ee · outbound

This paper cites an unresolved cited work.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T17:34:04.242237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6e84d11-1405-496c-8a95-695bfaf4fd2e · outbound

This paper cites an unresolved cited work.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:34:05.027571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c85574bf-8015-4812-9a5f-39014f4d39a3 · outbound

This paper cites an unresolved cited work.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:34:05.010439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4b6d84fe-e59b-44cd-8438-6c2c47b63df4 · outbound

This paper cites an unresolved cited work.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:34:04.992168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 26dc1991-e9c2-4971-a8da-2461602d015c · outbound

This paper cites an unresolved cited work.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:34:04.972514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation cefc3878-6ac0-4d03-a4cb-1e04dae95b5e · outbound

This paper cites an unresolved cited work.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:34:04.955621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8bd13310-2598-44f4-b0eb-3c199f148f2c · outbound

This paper cites an unresolved cited work.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:34:04.942373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation df9d0eb7-3476-4473-baad-e2f95d7bb457 · outbound

This paper cites an unresolved cited work.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T17:34:04.290388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bb90cfe-1149-47a1-af8b-dc61dd7cf7da · outbound

This paper cites an unresolved cited work.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:34:04.913857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3ad34f1b-a142-423e-9af8-77b4287ad1d6 · outbound

This paper cites Proto-lm: A Prototypical Network-Based Framework for Built-in Interpretability in Large Language Models.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Proto-lm: A Prototypical Network-Based Framework for Built-in Interpretability in Large Language Models

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-11T17:34:04.442709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation bece9579-4eb3-4852-9ef5-e24635cc66b5 · outbound

This paper cites an unresolved cited work.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:34:04.893661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 35d5af32-5333-493b-b008-b68b7434dc49 · outbound

This paper cites an unresolved cited work.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:34:04.877214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 258b6f73-1f29-444f-a2d9-29edb63da01a · outbound

This paper cites Pushing The Limit of LLM Capacity for Text Classification.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Pushing The Limit of LLM Capacity for Text Classification

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T17:34:04.320584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9749c6cd-e571-44e9-b633-9f820b225d93 · outbound

This paper cites Can ChatGPT Understand Too? A Comparative Study on ChatGPT and Fine-tuned BERT.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off Can ChatGPT Understand Too? A Comparative Study on ChatGPT and Fine-tuned BERT

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T17:34:04.329019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c69f704-7924-4467-bc23-68c4c46949d8 · outbound

This paper cites online" 'onlinestring :=.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off online" 'onlinestring :=

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T17:34:04.335393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f4c0f9c-4a30-42bd-9b3b-40d0b51f50ba · outbound

This paper cites write newline.

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off write newline

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T17:34:04.341262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation d01fe5ce-d9a1-4b69-a76d-c12a90ffb4f4 · inbound

Explainability of Large Language Models: Opportunities and Challenges toward Generating Trustworthy Explanations cites this paper.

Explainability of Large Language Models: Opportunities and Challenges toward Generating Trustworthy Explanations Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off

Reference 204

Resolution: unresolved; no resolver link, observed 2026-08-04T09:09:08.876648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b57a079f-b251-4bd6-bbe2-75cdc1fb479b · inbound

Trustworthy AI Suffers from Invariance Conflicts and Causality is The Solution cites this paper.

Trustworthy AI Suffers from Invariance Conflicts and Causality is The Solution Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off

Reference 67

Resolution: verified exact; arxiv_id, observed 2026-05-09T05:45:21.230451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.