Paper Citation Record · LEDGER

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification

As of 7 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2507.10596.

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

pith.paper-citation-record.v1
2507.10596 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:08:25.773004Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

48 of 48 outbound references displayed

verified exact4
verified fuzzy13
unresolved31
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f78554ee-c35f-4cf8-990b-722246601cbd · outbound

This paper cites an unresolved cited work.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:08:35.970282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4c5e922a-138d-44e1-8590-a0eb5d70a84f · outbound

This paper cites and Dogan, S., 2024.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification and Dogan, S., 2024

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:08:35.562616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7cb294ca-8c68-4d94-b97c-3f080e9d7f7c · outbound

This paper cites Attention is all you need.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Attention is all you need

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T18:08:15.332669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a9cfec7-2c77-4a78-8dea-532451837547 · outbound

This paper cites an unresolved cited work.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:08:34.820817Z

Source-reported events for the cited work

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Observation 44fc9b87-3ddd-49e7-9ef3-78f90298cb68 · outbound

This paper cites Why should i trust you?.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Why should i trust you?

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:08:33.595771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f14c471d-5e34-4947-aae9-4a6c38157177 · outbound

This paper cites an unresolved cited work.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:08:33.243698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ee90e5e8-0a9b-4d53-83cd-c732dd7a682a · outbound

This paper cites A Unified Approach to Interpreting Model Predictions.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification A Unified Approach to Interpreting Model Predictions

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T18:08:15.886616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db6cf3a3-a940-4ace-837f-7980463e1650 · outbound

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

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T18:08:16.079281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b98adf8a-5fdc-413f-92ea-3e9bfb33096a · outbound

This paper cites and Shah, R., 1993.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification and Shah, R., 1993

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:08:32.950590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 56398874-0759-417a-83f2-57de8b8df46a · outbound

This paper cites (2024, July).

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification (2024, July)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:08:32.727638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7e50039a-82f8-4fa5-92e7-9f54aff4d1d3 · outbound

This paper cites On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T18:08:16.507408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad08b739-e022-474b-847e-6ebf1317b83b · outbound

This paper cites Visualizing and Understanding Neural Models in NLP.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Visualizing and Understanding Neural Models in NLP

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T18:08:16.519309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c73ea29-28ff-4d54-bc9b-1ee2d28fd2d7 · outbound

This paper cites an unresolved cited work.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:08:32.495486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c933422d-6004-4aa2-b249-f00315eac10b · outbound

This paper cites an unresolved cited work.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:08:32.226838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 375fb193-d1cd-4aab-8720-b5a5a2ff7f68 · outbound

This paper cites Structured Self-Attention Weights Encode Semantics in Sentiment Analysis.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Structured Self-Attention Weights Encode Semantics in Sentiment Analysis

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:08:26.935007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bca6fc6f-97d9-418f-b4df-0b459f055402 · outbound

This paper cites an unresolved cited work.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:08:32.020098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 693ac79e-3e7e-4c79-9207-712ce6d6eb97 · outbound

This paper cites (2017, July).

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification (2017, July)

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:08:31.853244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 787bffaf-02ae-4d5a-8056-5e03fa1fccc8 · outbound

This paper cites Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:08:26.725171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 38dbee08-890a-43f6-87f3-07b640601a07 · outbound

This paper cites (2024, November).

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification (2024, November)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:08:31.699217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3dd57d66-7fad-4a85-bead-94dbadc3670c · outbound

This paper cites (2024, November).

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification (2024, November)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:08:31.461827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ad17416a-667f-41ce-a9fe-89b04352f40a · outbound

This paper cites an unresolved cited work.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:08:31.339232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dbcbe3fe-de03-4131-8fa1-448e104445b5 · outbound

This paper cites (2024, April).

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification (2024, April)

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:08:31.069174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a990d2f0-2bdd-4a0b-a460-7a0cbaeb7da2 · outbound

This paper cites T., and Szolovits, P.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification T., and Szolovits, P

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:08:30.910412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5d90b2d7-75ef-4a47-b8de-9f1d84e48304 · outbound

This paper cites Prompting Large Language Models for Counterfactual Generation: An Empirical Study.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Prompting Large Language Models for Counterfactual Generation: An Empirical Study

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T18:08:17.752326Z

Source-reported events for the cited work

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Observation 8d4cd8c6-785b-4f1f-b40c-2b4b2b05c9b9 · outbound

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PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:08:30.756129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 285deb91-086f-478f-8887-e9f98a2f5516 · outbound

This paper cites Large Language Model Sentinel: LLM Agent for Adversarial Purification.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Large Language Model Sentinel: LLM Agent for Adversarial Purification

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T18:08:18.108402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation add2646e-7d69-4233-913e-8d42a6367d6d · outbound

This paper cites TokenSHAP: Interpreting Large Language Models with Monte Carlo Shapley Value Estimation.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification TokenSHAP: Interpreting Large Language Models with Monte Carlo Shapley Value Estimation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T18:08:18.243419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ad8301c-1b2c-4cae-b7a7-99f5850d6eb5 · outbound

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PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:08:30.577699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2b690202-7762-49c0-9cc5-f0e17e03a4be · outbound

This paper cites an unresolved cited work.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:08:30.404867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d56ed2c5-79c6-4dd2-86bb-d777ac329609 · outbound

This paper cites an unresolved cited work.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:08:30.168702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0b6b3efe-5afe-4d4c-bcb8-d71e0b4e552f · outbound

This paper cites an unresolved cited work.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:08:30.013400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fa9e9a06-626d-4918-ba52-9dfcab5568d8 · outbound

This paper cites A Novel Perspective to Look At Attention: Bi-level Attention-based Explainable Topic Modeling for News Classification.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification A Novel Perspective to Look At Attention: Bi-level Attention-based Explainable Topic Modeling for News Classification

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:08:26.510357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 231de165-51c8-4491-833b-6b94221269a1 · outbound

This paper cites (2021, December).

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification (2021, December)

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:08:29.700321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e53bebc4-411c-42fd-a4f1-3aa6d6f710c6 · outbound

This paper cites (2019, July).

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification (2019, July)

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:08:29.464192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 20e5e84e-8031-414f-8af2-ad3546ddb2f2 · outbound

This paper cites an unresolved cited work.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:08:29.220259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cec5b3a6-0b28-4e65-8999-94e0cc5cb073 · outbound

This paper cites The elephant in the interpretability room: Why use attention as explanation when we have saliency methods?.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification The elephant in the interpretability room: Why use attention as explanation when we have saliency methods?

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T18:08:19.554751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78a10e1a-88df-4fe6-acb1-903c53600992 · outbound

This paper cites (2021, May).

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification (2021, May)

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:08:29.103843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ea3d634c-3037-4534-888a-4726b5ffec16 · outbound

This paper cites (2021, August).

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification (2021, August)

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:08:28.946642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1554c404-456a-4417-bf34-18971ceceec8 · outbound

This paper cites On Identifiability in Transformers.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification On Identifiability in Transformers

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T18:08:20.728496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98c89e02-626a-4683-8365-e2db5845a981 · outbound

This paper cites Improving the Faithfulness of Attention-based Explanations with Task-specific Information for Text Classification.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Improving the Faithfulness of Attention-based Explanations with Task-specific Information for Text Classification

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:08:26.222650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c4e7b1ee-5cce-467b-bef3-6c6c7f745e6f · outbound

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PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:08:28.795838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 19aab617-1746-42b2-af4b-8d33f652ba4f · outbound

This paper cites an unresolved cited work.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:08:28.676703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c50bd657-bd26-4c45-8d41-a1d2e778a348 · outbound

This paper cites an unresolved cited work.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:08:28.462369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation efd1b394-9bfb-491a-8f7e-aecacbc854d0 · outbound

This paper cites an unresolved cited work.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:08:28.206506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1bbbc395-dcf2-4ea3-9cb6-a627c5107d6d · outbound

This paper cites an unresolved cited work.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:08:27.972512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ea935654-f36a-42f6-bfe4-6715405d516c · outbound

This paper cites an unresolved cited work.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:08:27.608813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a4b8db82-d476-45e2-96a9-1e801b96f621 · outbound

This paper cites an unresolved cited work.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:08:27.367456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 31e6d8f2-e143-45cc-bcda-97d7b2321b82 · outbound

This paper cites an unresolved cited work.

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:08:27.179729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.