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Paper Citation Record · LEDGER

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives

As of 13 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2608.11033.

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

pith.paper-citation-record.v1
2608.11033 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:45:04.830645Z

measured 55 of 55 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 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

55 of 55 outbound references displayed

  • verified exact1
  • verified fuzzy6
  • unresolved48
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bf392762-3eff-4e4f-8d96-6f9b2a585821 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.769478Z

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.

source=pdf_text observed=2026-08-12T11:45:04.595920Z digest=sha256:582d6445acbceb978fa68e90076c5479fcfcde2c7a8ba539cc7715c1e62f73a2

Observation 165a94b5-ed3e-45f6-a774-017de00538e9 · outbound

This paper cites LLMs for Explainable AI: A Comprehensive Survey.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives LLMs for Explainable AI: A Comprehensive Survey

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-12T11:45:04.601317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:45:04.601317Z digest=sha256:5b5ad1ad5f64c09691bb6435f7eb40b494b3a41d5fbcf56b72ebd9a4daf9b7bd

Observation 76fd2d0a-c696-41b4-bc58-d827e2b91bba · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-12T11:45:04.606309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:45:04.606309Z digest=sha256:ba53043cecd9a291e7c332b184d6cb8ddbcb4bd43dc8d0ca1b01989f3f9eeadb

Observation 6ac1a32a-826c-4f96-ada9-3990b48dde10 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.753160Z

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.

source=pdf_text observed=2026-08-12T11:45:04.611389Z digest=sha256:f2cb40a826040c771607ed7312f233fe3dc7e15795c5713510dbcc0a395dd31e

Observation ba6aa70d-1d7f-49dc-a9ed-dff24f946a86 · outbound

This paper cites Covington and Joe D.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Covington and Joe D

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:45:05.738965Z

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.

source=pdf_text observed=2026-08-12T11:45:04.615576Z digest=sha256:ade7327e850da99eed3ca689d311ad1a42fe26aa422ab22643953abc2863a7ef

Observation bf144ccc-5138-4296-8f33-716a7fad42c4 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.724172Z

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.

source=pdf_text observed=2026-08-12T11:45:04.619749Z digest=sha256:a30762252705676096632346f68e78a731e22c56fbd1714e141b9f2df783420c

Observation ab122fdd-2f1a-4e66-a71b-b5212cce9b49 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-12T11:45:04.624191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:45:04.624191Z digest=sha256:e8f7c073655cfb50016ab6420ceff67a5cb37813d01c799bc6a34aab44934521

Observation c7614d71-4d25-49ba-bc8a-488a26ae0152 · outbound

This paper cites Tenenbaum, and Igor Mor- datch.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Tenenbaum, and Igor Mor- datch

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:45:05.698795Z

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.

source=pdf_text observed=2026-08-12T11:45:04.627978Z digest=sha256:def491d6e65487c940f8835e064d9597af6e0b8e9bd858a2dc772f4fc1ed235c

Observation 598021ba-165c-46df-9529-cbbf2640a03d · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.683253Z

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.

source=pdf_text observed=2026-08-12T11:45:04.631925Z digest=sha256:4b442ffa9cb5300094c026943a31c922f145756d1209bf3b5a14851283e30095

Observation c3b515aa-959f-49c2-8794-a6fc2ffed14f · outbound

This paper cites Vera Liao, Michael J.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Vera Liao, Michael J

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:45:05.668701Z

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.

source=pdf_text observed=2026-08-12T11:45:04.635698Z digest=sha256:cef17d2f9f093451d5abd3653e68e890672c4fdbd6c6baafbef1fc1b7994c803

Observation 4aad52d3-c36c-4f8b-b9ec-1f2be68044db · outbound

This paper cites Qwen3 Technical Report.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Qwen3 Technical Report

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-12T11:45:04.643861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:45:04.643861Z digest=sha256:ba646194decdcf35b471aa16bc4e39e0628bc55231bece88ec24ca9c53ab31fc

Observation cb4052c8-8092-4820-9164-43c3e318950b · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-12T11:45:04.648219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:45:04.648219Z digest=sha256:060731ff3713c1798dda364da21c6e879df058b5727a1a92625e5ab7d0aa9b59

Observation e41dedff-98d0-4eb5-933e-f6b0cb5d2131 · outbound

This paper cites Comparing Explanation Methods for Traditional Machine Learning Models Part 1: An Overview of Current Methods and Quantifying Their Disagreement.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Comparing Explanation Methods for Traditional Machine Learning Models Part 1: An Overview of Current Methods and Quantifying Their Disagreement

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-12T11:45:04.652150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:45:04.652150Z digest=sha256:0d6f42d94ff0c62b1e3c1c0875d75fdc88fd6b02365534308faa7f0f102512e0

Observation b5555695-a204-4bc6-865c-61aa8458171f · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.628935Z

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.

source=pdf_text observed=2026-08-12T11:45:04.656274Z digest=sha256:1cfba00a3f751d8d2701ce53dcb92b2d1fd909a9f8437742fb5f4589be7dd1d0

Observation 64fcf0af-ebe5-4962-9b11-e528d06572d3 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-12T11:45:04.659897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:45:04.659897Z digest=sha256:2e86d593159890a3be6d48905b18bfee3ed95ba0a71dcf579d2a7c59378f68ae

Observation c9a90a77-2ef3-4b05-9788-0fdadbef9a81 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-12T11:45:04.663644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:45:04.663644Z digest=sha256:92f3f0c954e929a63c8b62fd2199999f1ea6ac1174bddd30b8cd9583dc691926

Observation f73a1354-9508-42bc-a0e0-0a063efd5255 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-12T11:45:04.667421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:45:04.667421Z digest=sha256:1a47020240a9eb2fec598340fe29f260ce2c62cc690c5d86e73e0c70eb3189b7

Observation 4b912e5c-847b-4a8e-aaca-b7ef20361705 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-12T11:45:04.671203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:45:04.671203Z digest=sha256:0f9bbf506d08e3faff4ba72088fb36eef0f6d3bbe9fb4633c7a3e4b520320655

Observation 92cc5628-c832-4f9d-bd57-c2f8e5c73c2d · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-12T11:45:04.675353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:45:04.675353Z digest=sha256:df328ee9c5bca0e596f723809329062742e58b780da4d31538a774c4044a9b54

Observation eb63d0b7-ee1f-4eee-b627-f2eb554f7735 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.582126Z

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.

source=pdf_text observed=2026-08-12T11:45:04.679170Z digest=sha256:59a96b6e971c396e2ae370b5fa9965791a75343dfa0c106579235ee89b839cda

Observation d305a9b1-3593-4521-af29-e060b1499b25 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.567084Z

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.

source=pdf_text observed=2026-08-12T11:45:04.683342Z digest=sha256:72d9698a42b2851dfcdc45f1cde572dbd84458d3b4d8a5ae02e8d3a1367b3b73

Observation cbc96084-34ce-4286-a01b-9e1f8ff6c617 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.552413Z

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.

source=pdf_text observed=2026-08-12T11:45:04.687411Z digest=sha256:e3708b33ce71e33017cd542eb392fc08a3c8f837f10a31b5303b6d0fdb0db2fd

Observation 223361d7-4135-42e1-ad72-bd0eb176b36f · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-12T11:45:04.691655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:45:04.691655Z digest=sha256:1e5568be99247053c1d4f98e6c31fed816b5510ca034c66f607c7d701441cca1

Observation 2e08a3fc-ecc8-4fe1-91e6-b44c715bfc05 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.537813Z

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.

source=pdf_text observed=2026-08-12T11:45:04.695832Z digest=sha256:8c4e9b8f973348036dc340bb7bb3c0e8c7e9b82cc0fc56d488ebbe8e8a572888

Observation 157f6a5e-c5e6-4844-ba1f-aedb7f248f20 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.507417Z

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.

source=pdf_text observed=2026-08-12T11:45:04.704272Z digest=sha256:d94f30260166c81d1e5e1143d4cc9f34d59236062e7f54116c071acea94a0960

Observation f5b1634a-b0bc-42ec-9931-d5308b005d60 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.490224Z

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.

source=pdf_text observed=2026-08-12T11:45:04.708942Z digest=sha256:362d2824de00adb7bea16f91c2cec390a11e268bf756a3d0b2e7f2aa3fd0566c

Observation 92e70b42-6bdd-4787-9eeb-199e9bd46ab1 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.475290Z

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.

source=pdf_text observed=2026-08-12T11:45:04.713282Z digest=sha256:7cbce327cd40c7b11e9b97118c150212cd9802a83509201ad538cb80efcd1bdd

Observation 27c62391-f52d-4246-ae9d-8f2a5e9e78e3 · outbound

This paper cites Human-Centered Explainable AI (XAI): From Algorithms to User Experiences.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Human-Centered Explainable AI (XAI): From Algorithms to User Experiences

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-12T11:45:04.717935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:45:04.717935Z digest=sha256:e57924412109d9dbe0c207ce3b3de7a0739f09d68545f491a449b93f41ea0eae

Observation 5dcd9d81-87a7-449d-a620-d9dcd69c043f · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.460564Z

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.

source=pdf_text observed=2026-08-12T11:45:04.722602Z digest=sha256:22d7ce22b9ae39ff7ddb864e7d0e73ad1ce5b84de3ec3afed55a9ba291d42edc

Observation 2b803d0c-e4e2-43f9-90c7-68bd3c68f4fe · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.446402Z

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.

source=pdf_text observed=2026-08-12T11:45:04.726901Z digest=sha256:e8a3714320a23c4185acce4c0d61a867e064b9b4099a6874c249f9a0517cb7ff

Observation 36bce75d-7d53-4781-aa90-b88e36e73130 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.431520Z

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.

source=pdf_text observed=2026-08-12T11:45:04.731406Z digest=sha256:a98627038cebef7b446646367b61a423b568c02f75bdd6a475d8a11caefdf114

Observation e1ed04ad-b4eb-46f6-a017-44353a2bbc21 · outbound

This paper cites Lundberg and Su-In Lee.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Lundberg and Su-In Lee

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-12T11:45:04.735686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:45:04.735686Z digest=sha256:613bd510c264a87776134cc65714499b1d80f056d8c7c8d9ec69392bc8dff6df

Observation e2aad72d-86a1-40ba-b993-101299293ad8 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.406226Z

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.

source=pdf_text observed=2026-08-12T11:45:04.739890Z digest=sha256:b214c85315c171bd14063b783461353e8f3c607110cdb758dea1bc5aaab8e5b0

Observation 9ab961ee-a707-4b7e-a80f-255e05d364c6 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-12T11:45:04.744406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:45:04.744406Z digest=sha256:e55194b8a1814569febb12ec12e246ac886bb561b65ec6fbec704227f33eb5b0

Observation afc2e74e-c753-48f4-a35f-f8d314fc11a3 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.379123Z

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.

source=pdf_text observed=2026-08-12T11:45:04.748812Z digest=sha256:2535983734465a2496baedb89cf543325bfc290b23e1b267ea8c3256d3910000

Observation 9e1e7378-e2bd-4d00-9aef-94aff0aa4925 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.364050Z

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.

source=pdf_text observed=2026-08-12T11:45:04.753346Z digest=sha256:3e3b391f116d6c165a0fd3c272b209f39d2b2192720d579e44fda606d1194c95

Observation ee7bcf88-de03-4f76-8962-03ab53c41836 · outbound

This paper cites Bowman, and Shi Feng.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Bowman, and Shi Feng

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:45:05.348515Z

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.

source=pdf_text observed=2026-08-12T11:45:04.757822Z digest=sha256:d74289b2fac2d506ae8548ed13dfc31fffaee47047af3dd5926e89ddbe5d8458

Observation fa6c39f9-0a1a-4c58-b24b-230a7d36f01f · outbound

This paper cites O’Brien, Carrie Jun Cai, Meredith Ringel Morris, Percy Liang, and Michael S.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives O’Brien, Carrie Jun Cai, Meredith Ringel Morris, Percy Liang, and Michael S

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-12T11:45:04.762256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:45:04.762256Z digest=sha256:b99a208f9fc677c7c8c068f4598419d25ef4d6ea8c13823cb563a99e1c43abad

Observation 8feae97a-97f0-49c9-bee2-b517512c035f · outbound

This paper cites Stakeholders in Explainable AI.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Stakeholders in Explainable AI

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-12T11:45:04.766318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:45:04.766318Z digest=sha256:d60c8feaf7e0b9c363fc9f312a20c794dec5839828ca63efee53f4769c439f0d

Observation 570b497c-ceb5-4a52-8004-e50dca13f16f · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-12T11:45:04.770809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:45:04.770809Z digest=sha256:dcf17fab4ac3c7d4bb7a5ae62b0e0f76889fcc138145ce12f0dca8e058c5d765

Observation 187add53-abe3-483b-b103-55474b5ea2ae · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.323786Z

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.

source=pdf_text observed=2026-08-12T11:45:04.775065Z digest=sha256:b9295332e790d4f1abf2fb9f34acbb1a39ae45725a24af0a3ed1502e67e80524

Observation f0683083-4917-40d3-9b8e-1fb42dac909f · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.308780Z

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.

source=pdf_text observed=2026-08-12T11:45:04.779735Z digest=sha256:7baacfd22d1220742dd74efa6c8d94f0ce89f3b05a2d4c14014b3d8c9abfb2f5

Observation f734a4bd-3e54-4dc2-a698-a0ffb30e005e · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.293950Z

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.

source=pdf_text observed=2026-08-12T11:45:04.783757Z digest=sha256:5847a81d8f6bff6b7cba983a2d1ffd0d34ae71ece95826015a205b9ccf15285b

Observation 08a3607b-e4b1-48ae-970a-9605a9bfff93 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 44

Resolution
verified exact
raw_fallback, observed 2026-08-12T11:45:05.012220Z

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.

source=pdf_text observed=2026-08-12T11:45:04.787786Z digest=sha256:27f3f46c47f6af072086e4e63d2939a2f9ee2c1769dd752594e09f39d311e31d

Observation e20999b7-62ca-4f05-9371-427e35d00a60 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.277820Z

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.

source=pdf_text observed=2026-08-12T11:45:04.792072Z digest=sha256:851f0ba8dbd32a4bbeba94986d27b1a9a1b267b802245127e96f318fe7c88d93

Observation e2f3cd22-383a-453c-9608-fb62fe7e0a75 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.248707Z

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.

source=pdf_text observed=2026-08-12T11:45:04.802996Z digest=sha256:b654c9bc59277daefc8d08a1737c15f7909fe53f42b58a9b212fd9ddcc7afcdd

Observation db06a88d-7ad9-4aef-b45e-4e187476908b · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.233751Z

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.

source=pdf_text observed=2026-08-12T11:45:04.807054Z digest=sha256:110c37f3fb911d0aee3301fbbde865c23a63a0b96972bfd1b9684a153fbadf77

Observation 1ba61aeb-dfdc-4553-9112-5c4c5cd68d58 · outbound

This paper cites InACL (Findings) (Findings of ACL).

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives InACL (Findings) (Findings of ACL)

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:45:05.262899Z

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.

source=pdf_text observed=2026-08-12T11:45:04.797530Z digest=sha256:05e8f07d0bcb48182f69edec4a46f33fba952008abae7b352233db92e9f8cb5f

Observation 4324e985-c80f-4d53-afb0-6a37be123805 · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives BERTScore: Evaluating Text Generation with BERT

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-12T11:45:04.821115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:45:04.821115Z digest=sha256:ca840cd19bd2924d5edfba935577d5a55fc7a63b20fd98678b427b83264c07a8

Observation 5f4bc259-e637-4481-8a3d-6afe622b49ca · outbound

This paper cites Xing, Hao Zhang, Joseph E.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Xing, Hao Zhang, Joseph E

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:45:05.189377Z

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.

source=pdf_text observed=2026-08-12T11:45:04.826137Z digest=sha256:8b7c14570d1f126a631c249f40139e70de733d181f386213bf2a08319e5c9865

Observation 87d55b91-7e14-43d2-a942-c3d7ba531303 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.219724Z

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.

source=pdf_text observed=2026-08-12T11:45:04.811338Z digest=sha256:25bae993036f0abc3514f367e0ca1bc1efc7670ca679debdfe45372201cbabe5

Observation 70a6513a-d071-4406-9cd7-e514901cec81 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.174835Z

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.

source=pdf_text observed=2026-08-12T11:45:04.830645Z digest=sha256:3972f1717a88037eb5d82792286e0c56acdbc3584fa38dac35e0c2f70921afeb

Observation c6a11d8e-37d4-4f64-aa3f-3dea3e842a24 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 2021

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.654315Z

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.

source=pdf_text observed=2026-08-12T11:45:04.639676Z digest=sha256:b406c3e080029fa9065a67b879e58cb1db506e4188a358b3e310dd04829731c7

Observation f12a9172-3109-4f13-9637-78bdecef1987 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 2023

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.204223Z

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.

source=pdf_text observed=2026-08-12T11:45:04.816611Z digest=sha256:d6742f910cfa514ee961c45b81636f0942126c0f78d959bc49c3b360f8f6cd8b

Observation be02d147-8008-4da2-a410-37e8d7d71664 · outbound

This paper cites an unresolved cited work.

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives Unresolved cited work

Reference 2024

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:45:05.523026Z

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.

source=pdf_text observed=2026-08-12T11:45:04.700056Z digest=sha256:61987d2adb93621bf289e8e38286dcaeb9e5637d2c444f0481a3b96c378a8ff6

Pith citing papers

No inbound Pith citation observations are available.