Paper Citation Record · LEDGER

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis

As of 2 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2606.07533.

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

pith.paper-citation-record.v1
2606.07533 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-05T08:39:10.724351Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-02T06:30:47.504484+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

26 of 26 outbound references displayed

verified exact1
verified fuzzy11
unresolved13
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2ced5835-03af-4652-b8a3-c173dc093652 · outbound

This paper cites Tests Figure 4.1: Release notes, allowing users to track introduced changes.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis Tests Figure 4.1: Release notes, allowing users to track introduced changes

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T08:40:50.639589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 80a403b0-8cb1-47d4-9561-871e6b3e04e4 · outbound

This paper cites It validates critical system components, including masking logic, deterministic calculation accuracy, and data integrity.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis It validates critical system components, including masking logic, deterministic calculation accuracy, and data integrity

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T08:40:50.625647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation c48a343a-0df0-46fe-aa38-c9e9dd2b57ee · outbound

This paper cites an unresolved cited work.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis Unresolved cited work

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-05T08:40:50.479164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 24a9286d-3a22-4028-92bd-6e9f824378fc · outbound

This paper cites an unresolved cited work.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-07-05T08:40:50.619274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 7e54c9da-110f-49e6-997a-9976676e3a9a · outbound

This paper cites an unresolved cited work.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-07-05T08:40:50.635088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 8d0db068-8d16-4c13-bcd7-72444d22ad4f · outbound

This paper cites an unresolved cited work.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-07-05T08:40:50.628087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 09a9d931-3eae-43da-8009-1c5ed5b8432f · outbound

This paper cites an unresolved cited work.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-07-05T08:40:50.616087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 3afcadfa-0b8a-47af-bdac-640eac281d04 · outbound

This paper cites GUI reference and requirements alignment Figure 5.1: Unified Modeling Language (UML) Sequence diagram detailing the process of requesting a model load on desired device.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis GUI reference and requirements alignment Figure 5.1: Unified Modeling Language (UML) Sequence diagram detailing the process of requesting a model load on desired device

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T08:40:50.605845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 01aa2690-edd2-4517-bb09-1094a6f1cb6d · outbound

This paper cites an unresolved cited work.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-07-05T08:40:50.629818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation aaa5ab0d-3afa-40fe-9956-576f4140ab4a · outbound

This paper cites an unresolved cited work.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-07-05T08:40:50.637032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation b8df915d-ca06-4b7e-a6b3-15c4899ec57d · outbound

This paper cites an unresolved cited work.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis Unresolved cited work

Reference 11

Resolution: parse uncertain; raw_fallback, observed 2026-07-05T08:40:50.632188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 32cf6a6a-afcd-4a94-b939-c815be92a7cc · outbound

This paper cites Computational Resources Analysis II.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis Computational Resources Analysis II

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T08:40:50.621671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 15348936-1d85-4911-8c01-df68061f48eb · outbound

This paper cites an unresolved cited work.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-07-05T08:40:50.620460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation d4b5163d-3370-4e3b-8b56-dbd2fadbf14f · outbound

This paper cites an unresolved cited work.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-07-05T08:40:50.612928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 25aa39db-0b34-4283-810c-e76919a10ab5 · outbound

This paper cites an unresolved cited work.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-07-05T08:40:50.630320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 24b7d853-19d0-4151-b975-7b1325976b91 · outbound

This paper cites Dataset construction and preprocessing details segmentation.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis Dataset construction and preprocessing details segmentation

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T08:40:50.612002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 1ce6a54b-e5cf-44f8-a2dc-42541119f48a · outbound

This paper cites an unresolved cited work.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-07-05T08:40:50.633045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 29718a39-fd31-4216-a608-f6978caada52 · outbound

This paper cites an unresolved cited work.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-07-05T08:40:50.618258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation aa656804-5b4b-464e-bcb3-6d9f5d30971c · outbound

This paper cites SS stands for entries included inVoiceBench__single_sentenceand MS -VoiceBench__multi_sentence.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis SS stands for entries included inVoiceBench__single_sentenceand MS -VoiceBench__multi_sentence

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T08:40:50.628434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 7a4c40e7-b73e-4666-a3f3-c8e0bd7a7f75 · outbound

This paper cites Additionally, conversation length was limited to 8 messages, corresponding to 4 human-LLM turns.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis Additionally, conversation length was limited to 8 messages, corresponding to 4 human-LLM turns

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T08:40:50.617111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 1e382420-0478-46ca-9ff6-0d229679e26c · outbound

This paper cites an unresolved cited work.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-07-05T08:40:50.631498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 8ec60566-dc7b-4ca4-aea7-3cfab2321e97 · outbound

This paper cites Up to 500 characters from concatenated prompts have been input into the system for comparison.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis Up to 500 characters from concatenated prompts have been input into the system for comparison

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T08:40:50.625950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation a21093c6-bc27-403b-b939-6796ff1d8ba4 · outbound

This paper cites Any rows with mis- matchedlanguagepredictionscomparedtotheiroriginalannotationswereremoved, resulting in new size of208,270rows.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis Any rows with mis- matchedlanguagepredictionscomparedtotheiroriginalannotationswereremoved, resulting in new size of208,270rows

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T08:40:50.615203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 6395da98-1654-4a6e-ace2-53ce56d95580 · outbound

This paper cites This yielded our base dataset of62,730observations.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis This yielded our base dataset of62,730observations

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T08:40:50.602022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 394dc251-9ea8-428e-9c50-95ec4ac23437 · outbound

This paper cites an unresolved cited work.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-07-05T08:40:50.608958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 775ed671-a936-4fec-8663-a9d90414a150 · outbound

This paper cites All presented entries have similarity exceeding0.7.

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis All presented entries have similarity exceeding0.7

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T08:40:50.642444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Pith citing papers

No inbound Pith citation observations are available.