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Paper Citation Record · LEDGER

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms

As of 8 August 2026, this Paper Citation Record lists 91 of 91 outbound references and 1 inbound Pith citation observation for arXiv:2506.04419.

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

pith.paper-citation-record.v1
2506.04419 v1

Coverage vector

measured 91 of 91 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:46:33.785095Z

measured 92 of 92 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T12:58:09.227648Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

91 of 91 outbound references displayed

  • verified exact12
  • verified fuzzy3
  • unresolved74
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation f93768d1-4907-4fb8-a4b2-71abe0c208b3 · outbound

This paper cites A Language Is a Dialect with an Army and a Navy.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms A Language Is a Dialect with an Army and a Navy

Reference 1

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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.

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Observation 8224c298-9173-49fb-8dc2-2e1c099d15fd · outbound

This paper cites Greenhouse Gas Emissions from a Typical Passenger Vehicle.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Greenhouse Gas Emissions from a Typical Passenger Vehicle

Reference 2

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.320000Z digest=sha256:67784e508cbbeaea63cfba506f3a5d8cae635188bdff68cc823e25a29d366d33

Observation 9c337475-cde5-47c5-b6c1-12fea9646198 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 3

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source=pdf_text observed=2026-08-07T10:46:33.325099Z digest=sha256:dc94cedb9bb0ad01a12b6a29d4b9092f83b4aa269332701cc66d803d5c369b38

Observation 85c7b327-8964-4c7f-9d7a-ff41b6be9555 · outbound

This paper cites Stevie Bergman, Jennifer Chien, Mark Díaz, Seliem El-Sayed, Jaylen Pittman, Shakir Mohamed, and Kevin R.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Stevie Bergman, Jennifer Chien, Mark Díaz, Seliem El-Sayed, Jaylen Pittman, Shakir Mohamed, and Kevin R

Reference 4

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source=pdf_text observed=2026-08-07T10:46:33.330370Z digest=sha256:4c13268ac0be5b046392ba5822736836c28ae3d405186d00f897b5ee3e52e93b

Observation 8028a1f1-744a-4eda-91f1-7fc191669b76 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 5

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source=pdf_text observed=2026-08-07T10:46:33.336060Z digest=sha256:e0fd2208ded7f40b9c3b08bdb3d441a0a17ec9b0f918b4b9774cdee2aad71d41

Observation 556b5cf4-73a8-4210-8cd8-a608305d3173 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 6

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source=pdf_text observed=2026-08-07T10:46:33.341173Z digest=sha256:745966b3bb5560654beaa7b22c84d0cdc66add9c15fb78565c346d1b5654610e

Observation 012aad46-5938-478a-a5f7-09c4fb559f55 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 8

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source=pdf_text observed=2026-08-07T10:46:33.353536Z digest=sha256:7f462866a1d792ab2805381d2da8023301076ae1c11b97c4fa2ac93f317a012c

Observation 09da4617-ed0b-4626-b1a5-88d16b474018 · outbound

This paper cites AI auditing: The Broken Bus on the Road to AI Accountability.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms AI auditing: The Broken Bus on the Road to AI Accountability

Reference 9

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source=pdf_text observed=2026-08-07T10:46:33.358566Z digest=sha256:7d2d60d3c07cf6da4c84ccb8a5a6ff6265322949c4750b7a55c0b22208a288ed

Observation e92fa566-8280-4ca0-96b1-661ba3c9af64 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 10

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source=pdf_text observed=2026-08-07T10:46:33.363825Z digest=sha256:a5c6a9dd7c2b6eb43a47339b5d2146de93fd2dfc5f7e4e432e5dbda97c25daf4

Observation f7dd7212-9f96-46b6-a034-780afbc32284 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 12

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Observation 3afc3c7d-ac0c-41b0-99f8-3ba38b9adbee · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 13

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Observation 7cb1c429-2bcb-4b79-a830-0055a65c6b3a · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 14

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Observation ab27a234-eae2-45e3-a22c-bd559ea988d5 · outbound

This paper cites Language Models are Few-Shot Learners.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Language Models are Few-Shot Learners

Reference 15

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source=pdf_text observed=2026-08-07T10:46:33.389338Z digest=sha256:cd53d38adbd1efe160135b5cad24b8aefa604798e8ad2376c2aed19069175f9f

Observation 81e64014-f08d-4c55-978c-86d6e4c9b416 · outbound

This paper cites 2005.Language and Identity.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms 2005.Language and Identity

Reference 16

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verified exact
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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.

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Observation 1d4f2928-a26e-4894-a906-a92d75e79d7a · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 17

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Observation dc1fc2b3-964c-425c-8ff2-401b42989e36 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 18

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verified exact
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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.

source=pdf_text observed=2026-08-07T10:46:33.404230Z digest=sha256:931c6a0634865a546792c294150e92de4cf4175e4ddfbe8d684815d565abd7db

Observation 4f48355b-21fb-4c4d-9645-0e412468c274 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 19

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Observation 0bca446e-9b59-421d-8756-f73c87703ba6 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 20

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Observation 5927bafd-add5-4256-bc34-12f19e641e27 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 21

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source=pdf_text observed=2026-08-07T10:46:33.419823Z digest=sha256:7c071fb4a61ff531a5b30cf2581bd750097bb01d5d929f905ce4ee264352a71e

Observation f738f364-b5ad-417b-96d5-e49a5ef5828e · outbound

This paper cites Fair prediction with disparate impact: A study of bias in recidivism prediction instruments.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Fair prediction with disparate impact: A study of bias in recidivism prediction instruments

Reference 22

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Observation 2ce5438d-402e-49d1-af93-39d02ba29bc7 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 23

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Observation 14727aa0-6c7a-474c-8397-f82d014282fe · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 24

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Observation 84080939-856d-4d85-97c0-6beed3ed47ee · outbound

This paper cites Crichton.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Crichton

Reference 25

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Observation bc3653ec-af94-41b1-9d18-b49d1822d18c · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 26

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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.

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Observation fa5fc0d8-3b5a-4003-85bb-57ef799029cb · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 27

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Observation 09f5f509-89d9-4452-94b5-aef2d2dc249e · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

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Observation 7b68da93-acc0-455d-9ab3-fe87df94c615 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 29

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Observation 46af3733-1b3f-4e32-bbf0-0a434885f1c1 · outbound

This paper cites Linguistic Bias in ChatGPT: Language Models Reinforce Dialect Discrimination.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Linguistic Bias in ChatGPT: Language Models Reinforce Dialect Discrimination

Reference 30

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Observation 9cb77cc2-0017-4065-9954-fb04c553cbb4 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 31

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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.

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Observation dc2cc6b3-04d3-4d22-a2bf-469a3b80e2e4 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 32

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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.

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Observation 41f36054-e888-4b06-b806-ae23b8c0dcef · outbound

This paper cites Bias and Fairness in Large Language Models: A Survey.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Bias and Fairness in Large Language Models: A Survey

Reference 33

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Observation 0fa77499-59fd-4917-8151-fb36972af25e · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 34

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Observation 0bfd4212-3f85-4deb-89ba-e3bf7bb5f92e · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 35

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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.

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This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 36

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verified exact
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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.

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Observation 646845ed-7631-4421-8ade-08921ca50fff · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 38

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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.

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Observation f71d2591-86c6-43f0-a3f6-2a506d741905 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 39

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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.

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Observation b650bb70-8265-4251-a831-0ca5fc41754c · outbound

This paper cites Gaps Between Research and Practice When Measuring Representational Harms Caused by LLM-Based Systems.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Gaps Between Research and Practice When Measuring Representational Harms Caused by LLM-Based Systems

Reference 40

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Unavailable: canonical work link unavailable.

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Observation f4ea9f32-7558-4b3e-b89a-edd39c647dae · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 41

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.515844Z digest=sha256:fea181167edf368262d65606c4c8597dc7fa76d1aaf6c17040e41336f467e1c4

Observation 98c24fb9-9290-4bfe-9473-eb76ceab5108 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 42

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unresolved
no resolver link, observed 2026-08-07T10:46:33.520312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.520312Z digest=sha256:6e27da2c776bb514ebe492a2c8da26d19fc82c02851f135b6a2edf5ea296dd23

Observation 184e478e-97e0-489e-bfbd-574a427b07f8 · outbound

This paper cites Holleman, Ignace T.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Holleman, Ignace T

Reference 43

Resolution
verified exact
raw_fallback, observed 2026-08-07T10:46:35.501790Z

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.

source=pdf_text observed=2026-08-07T10:46:33.525170Z digest=sha256:766603b2f2591e26952b730440c9780d3e8e550686d103923ab7878a82827c9a

Observation 760ce1ce-4a5c-4cda-a6f7-c4aa674ac321 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 44

Resolution
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no resolver link, observed 2026-08-07T10:46:33.529956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.529956Z digest=sha256:f7a7d4385286280683c626db8d6bad54d0b794d9c5173fe1a4851a7df29a3652

Observation d112c277-209d-489f-ac60-98097a2c7b68 · outbound

This paper cites Jacobs and Hanna Wallach.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Jacobs and Hanna Wallach

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.534562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.534562Z digest=sha256:e8768be46124d2c90f57afed1c105a55e4eb615f625b55bb0c6a2a1634825aa6

Observation 3e63e0d7-db43-470d-a956-c6d9d221f4a3 · outbound

This paper cites errors,.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms errors,

Reference 46

Resolution
verified exact
doi, observed 2026-08-07T10:46:33.979428Z

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.

source=pdf_text observed=2026-08-07T10:46:33.538770Z digest=sha256:7c56912c432bf7a380da4414afabf6e93e16a0ccb784e243aa0b57c68d707c31

Observation 4a71c975-0cb3-4994-aa4b-eaf0e6bf0c3a · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:46:36.654603Z

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.

source=pdf_text observed=2026-08-07T10:46:33.543562Z digest=sha256:2f371aa47ae623286f5601cdc9acbb84479bfb710bf7384dca602fe1b85fc1fb

Observation 8a753def-d125-4e43-8482-32e486275b75 · outbound

This paper cites Ecological Validity.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Ecological Validity

Reference 48

Resolution
verified exact
doi, observed 2026-08-07T10:46:33.962750Z

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.

source=pdf_text observed=2026-08-07T10:46:33.547985Z digest=sha256:a294942c6c1f1d2fe75e6f209dce440125c0c1825e1a6d68e4a193f81d058a53

Observation 386da309-5da4-4205-8cb2-8c3ea3fb9608 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:46:36.639466Z

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.

source=pdf_text observed=2026-08-07T10:46:33.556732Z digest=sha256:956cffb9b60ad1da8c9c6fe08dcd0b535844d8b25c8f45e883910407d4196dab

Observation f8dcf260-68e5-49b3-80f7-a7f279be45fd · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 51

Resolution
malformed identifier
no resolver link, observed 2026-08-07T10:46:33.561037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.561037Z digest=sha256:39165a9d29766b91e5c8125be329290b77abc71f359f4a604e6664b4ce8f9cca

Observation eba669aa-04ee-4ed8-afce-0481d725e6f2 · outbound

This paper cites Kretzschmar and Charles F.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Kretzschmar and Charles F

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:46:36.624146Z

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.

source=pdf_text observed=2026-08-07T10:46:33.566117Z digest=sha256:940240be3d660dae95fc1ad86356e2e25a41bf956d0854010dd7000769d24ed2

Observation 075ec114-e086-4479-b2e7-44ce4cfea09b · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:46:36.608943Z

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.

source=pdf_text observed=2026-08-07T10:46:33.571622Z digest=sha256:3e1b2edaf2cd79ccc2cbfe15e90916601d9e2c38a800fa29791ad55d6086dcd1

Observation 9f80d122-4d69-4ad5-9634-fdfde1e89e6c · outbound

This paper cites Are you accepting new patients?.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Are you accepting new patients?

Reference 54

Resolution
verified exact
raw_fallback, observed 2026-08-07T10:46:35.261221Z

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.

source=pdf_text observed=2026-08-07T10:46:33.576156Z digest=sha256:9a5c2d645633b9454d0ce9878f992bd1d923c6eb8d8805bfadac55be876471cd

Observation 42f58020-f318-4803-8c91-28cbed65dee3 · outbound

This paper cites Tran, Yi Tay, Jeffrey Sorensen, Jai Gupta, Donald Metzler, and Lucy Vasserman.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Tran, Yi Tay, Jeffrey Sorensen, Jai Gupta, Donald Metzler, and Lucy Vasserman

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.580574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.580574Z digest=sha256:779f2df77f1d7695d934ce5d8a503c855e0bf81ab235456268ab9a4753852306

Observation c6be992e-2f48-4995-ae80-49a26474d727 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:46:36.593592Z

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.

source=pdf_text observed=2026-08-07T10:46:33.585215Z digest=sha256:d3260692388c7cb8d874d560913e6499c5544de3c7f6c2adc39527af31c5a62c

Observation 6165f6b1-dbad-4187-a6fb-40b25ce4488f · outbound

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

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.589640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.589640Z digest=sha256:2392709b375fed4553dc74bbd4cc0d24f0446d348a47c67bfd236a562c754451

Observation 3c96a4ff-0d92-47b5-a1a6-2c1bbd683efe · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.594946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.594946Z digest=sha256:bc0afcf147656bec509814f6e779db9c0a28b6face5dd314713b0c9ef2f140eb

Observation fa2419ee-f500-442f-a3d3-626817e7bb7d · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.599677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.599677Z digest=sha256:9f72aff379c849943dda9a839708457545c55dea321411a9372b3e4d6cf88587

Observation 1b0a2287-9955-4eb3-84e7-e881c17e111c · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:46:36.578242Z

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.

source=pdf_text observed=2026-08-07T10:46:33.604643Z digest=sha256:f307577f3e4a16f9fe6ccf8243e3aec56390805062fcc6a4818d4d8d1ce700da

Observation 5a733bac-18a0-4f60-905f-5afa44464b4b · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:46:36.563337Z

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.

source=pdf_text observed=2026-08-07T10:46:33.609123Z digest=sha256:1ef0f4e15c42eb1c82ab98d8295930a52ee121a4e0c684b7f0df53e810f49fcc

Observation c1846593-cc55-4d78-8954-9c8a0cb899f0 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 62

Resolution
verified exact
doi, observed 2026-08-07T10:46:33.936610Z

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.

source=pdf_text observed=2026-08-07T10:46:33.613773Z digest=sha256:cf061d1bc82e8c08f27afc8018ce901410cc63242f6ee56d583a4d063217d1f0

Observation 9bedcbe9-d3d8-4ffb-886a-8ffc93acff51 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.618570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.618570Z digest=sha256:d546849c7de43a3cd4000b22b5442c6ece408f97ed0af66871ebeaeff4c73bd7

Observation ae4f09d0-f79b-4204-bf56-9453888e2eff · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.623805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.623805Z digest=sha256:f222f3508b3968726740542685545162280320bea44d4e78fa47abc3df516713

Observation 3362997c-b832-42c3-a1ce-8777728e839f · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.628652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.628652Z digest=sha256:7270126009f41aa453719a61f6a828d1c89943a9d83f7fb53943a2b95f4ca4d8

Observation 3ed990fd-ab2a-476d-a401-254782f67116 · outbound

This paper cites GPT-4 Technical Report.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms GPT-4 Technical Report

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.633178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.633178Z digest=sha256:85be4e25a4de6381e74ab7ac81e82f54308460cbf40c071fdb00f2dfb9876b52

Observation 69239cd2-f7fa-401b-b347-ae734f04d582 · outbound

This paper cites Training language models to follow instructions with human feedback.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Training language models to follow instructions with human feedback

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.638099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.638099Z digest=sha256:d68b9fc1d4ac808d97e9a80dd603b8d5da1df805f5375a983ad356e9a393a6d1

Observation 1de4cd70-d07f-4fbd-be3f-0f75b36a40ae · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 68

Resolution
verified exact
doi, observed 2026-08-07T10:46:33.888037Z

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.

source=pdf_text observed=2026-08-07T10:46:33.643018Z digest=sha256:6034696217173a2f5e5306e88d2294000e9aebc2241019e3a49e4065a709ad88

Observation 028c7fed-1aea-4211-9d2f-f237adf31869 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:46:36.548444Z

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.

source=pdf_text observed=2026-08-07T10:46:33.647706Z digest=sha256:93511b8cdb8417cc9da88e881e4907dec9a7ad32046ae0f58e605cb98c08a896

Observation c50bed5f-1f4c-4f51-b496-01e2c77988b4 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:46:36.533872Z

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.

source=pdf_text observed=2026-08-07T10:46:33.652364Z digest=sha256:f667991d5cd19d82b64bc10375fffcbaec967d1f3ff6f60a1a65d5658e3c0122

Observation 55d811ac-a9bd-4713-82d8-4261036ff23a · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:46:36.518916Z

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.

source=pdf_text observed=2026-08-07T10:46:33.656902Z digest=sha256:bd90f59bc41a984734bb3070fe1b3c4a01e47726bde0354f704bb60d6c3483be

Observation 3fe31455-319d-4580-a37e-78d75a7be325 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.661716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.661716Z digest=sha256:8a923381853f86c0b0e06cc5ab8dc1436d5f23df9bfa7dc8bde630e9855b6f9c

Observation 5d0cf200-7354-4950-b74d-81a3426d2525 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.679823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.679823Z digest=sha256:a02d38d66fd9673ebb9352a1e5cf848594fb7bd91a6075b0b63705ca488fe790

Observation a87876fa-8511-4d88-bc3f-bd771d4cbaf5 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.684042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.684042Z digest=sha256:8817be084c1c01ba94703617ed3d97cac429b0217e4de507d1fab46f1da432a0

Observation 73dbc768-7de8-4ac3-ac14-c447e31b3c39 · outbound

This paper cites Data and Discrimination: Converting Critical Concerns into Productive Inquiry,.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Data and Discrimination: Converting Critical Concerns into Productive Inquiry,

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:46:36.502562Z

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.

source=pdf_text observed=2026-08-07T10:46:33.688434Z digest=sha256:85c4ce305f48291f4d83f2a5fa7426d8b9578415c8c9a49dd02f5d37780b3364

Observation 6a90cc7b-0080-4992-9d28-7cf5614077e7 · outbound

This paper cites The Prompt Report: A Systematic Survey of Prompt Engineering Techniques.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms The Prompt Report: A Systematic Survey of Prompt Engineering Techniques

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.692886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.692886Z digest=sha256:bb8d684eff5d771321dba641f9866e83465af46e5b9f136ae1637798cd1b30f2

Observation cffd45aa-76a4-45e8-8bb7-cc0215f1972c · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:46:36.484885Z

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.

source=pdf_text observed=2026-08-07T10:46:33.697573Z digest=sha256:95a25f202ece9a5166c3685899ddaddb019a9fdc13ba4a192859521d1f9ba7db

Observation 6bed5ee0-1fb8-434b-930e-adc1c4758a15 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.702811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.702811Z digest=sha256:f2177cd502883bc6c5dba62087c37229280e996f00c80734e7e9178f614d879a

Observation 57fdfcc1-4565-4883-8fb4-3a9e57b5c0a9 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.707770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.707770Z digest=sha256:5cb0f17ff7214b43b928c1a2f6f0f2c9577f0733d45820cd832135daac910414

Observation 08b78924-b7ae-46ae-a9cb-3f49e97e0a57 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.712294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.712294Z digest=sha256:b975b2410def7d7a52dcca09a42f9eab2dbcd58ac8922d67f8e141e481ce0c25

Observation a2a304e9-7037-47ae-b836-421c5790e412 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.719124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 103a69b5-e2c0-4125-b9d3-10d1d83043cd · outbound

This paper cites Smitherman.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Smitherman

Reference 85

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verified fuzzy
raw_fallback, observed 2026-08-07T10:46:36.468386Z

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.

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Observation f1f1d159-9ec3-403d-8d38-5132b1d50e8c · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 86

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.728126Z digest=sha256:5fde17ab1ab37fd61ec2089e6bb1e1a6f708585231e793ca4e0401ef1cfe1650

Observation 6408c6d9-70e8-48de-baad-e522b8c7f743 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.732727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a4937b6c-05fc-4efa-9f6f-238d171bad08 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.737315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.737315Z digest=sha256:25787cd84e20147fa983d54bdc1ec9d8ca30c0a1221d50757397b058ccc9feee

Observation 05af9316-095e-4998-b4ca-5304761f8e90 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 89

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:46:36.453400Z

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.

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Observation ed6fbfb2-2d1c-4c65-94aa-4e12d5dfe47f · outbound

This paper cites Dickerson.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Dickerson

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.746464Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T10:46:33.746464Z digest=sha256:7bdd3bd251ff03d50bcfc09709e90aa878ae37ef7f8cfbf7c5820d5437a13ff2

Observation 16eb0472-c7c2-439a-a122-5e58c70c176b · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 91

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.751084Z digest=sha256:5ddd6252ab1a7f64ecf0c24fa966602954938543e979fcf4a35e1209fdb4ab2b

Observation a713e204-a5cb-46cf-9383-9feae263b4e0 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 92

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:46:36.437968Z

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.

source=pdf_text observed=2026-08-07T10:46:33.756379Z digest=sha256:811e6dddf080df21a228f9b29f370a5f42f7de7d78b0a6a5308e0f42d8117b20

Observation b681980f-bef8-411c-81df-33c8f9ee99fa · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 93

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.761287Z digest=sha256:8627e6df02fe2678f4618c27a014446e463d4639bcc5dec8d0cfaaa0f70402ea

Observation 14ef69f5-8320-4204-a9bc-7cf0549d7d96 · outbound

This paper cites Nathan Matias.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Nathan Matias

Reference 94

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.766242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.766242Z digest=sha256:5ddf89d086cb21998a36ca14dd8d10ac3811786049fd8623f376c38fb2b59421

Observation 8e82bd20-16e1-41b1-b77e-473f1d2181ff · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 95

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.771349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.771349Z digest=sha256:1deb58335311500d106feb802fc9ce8249c2778057bd7d5b4657073991bfab1b

Observation 6a394ef7-c804-4ee1-906d-32494ceea756 · outbound

This paper cites Assessing Prompt Injection Risks in 200+ Custom GPTs.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Assessing Prompt Injection Risks in 200+ Custom GPTs

Reference 96

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.775956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.775956Z digest=sha256:88d1f6b14e25ae99bc5256dd0a442d3ef2f757892642eab60d427d9b48cdc78b

Observation c9bfb2d3-7971-498f-8670-a2b3149ca4c6 · outbound

This paper cites Fine-Tuning Language Models from Human Preferences.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Fine-Tuning Language Models from Human Preferences

Reference 97

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.780761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.780761Z digest=sha256:c4cd3fc9336a1dbc7f3d7b909981dfe31dff4e0683a734d4cd5bf3190f805c81

Observation c0c8eac8-a014-4952-9dec-40d864ffc901 · outbound

This paper cites an unresolved cited work.

A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms Unresolved cited work

Reference 98

Resolution
unresolved
no resolver link, observed 2026-08-07T10:46:33.785095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:46:33.785095Z digest=sha256:ab0325af216ab90478341372b579ad4c06c490b3dbe56b266460d71b63a4c8f2

Pith citing papers

Observation b2c64825-26ba-452b-a881-9d8f88f3cf87 · inbound

Discriminatory Compliance: How LLMs Answer Queries from Protected Groups cites this paper.

Discriminatory Compliance: How LLMs Answer Queries from Protected Groups A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-06-26T12:59:29.365147Z

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.

source=arxiv_source observed=2026-06-26T12:58:09.227648Z digest=sha256:d7716cbb23ab72a309c7dc72f92b81296ca3bc69f9048539c8eaf93a69ac9ba1