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Paper Citation Record · LEDGER

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go

As of 14 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2412.05445.

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

pith.paper-citation-record.v1
2412.05445 v2

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:46:35.959306Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

70 of 70 outbound references displayed

  • verified exact15
  • verified fuzzy12
  • unresolved42
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3ca4a872-9a1e-4ba5-aec3-9459067294f5 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 1

Resolution
verified exact
doi, observed 2026-08-11T20:46:36.334480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.561108Z digest=sha256:6bc7073c4ab6bffed64e570957eae13a86f00af4b95047bc39073beeab1798fa

Observation 3647274c-60fa-4819-aad4-f38de3d08041 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:38.362500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.566923Z digest=sha256:9671ea9923ebddf3df335ab6a90125e384049219e662175674b640fa564a353d

Observation 57d90f2f-1b60-46fe-a55b-6c577243bc87 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:38.344539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.572674Z digest=sha256:f57ea05216d736718fa896f62d75a504c982c4ba9a53699c3d6461d392a72800

Observation 4e3a0c8a-6d37-4bc1-9a10-654092ffaf3d · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-11T20:46:35.577950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:46:35.577950Z digest=sha256:a98879c5a6dcfe2665473cf1152e22173eb100fca5dae2e7cbae87f5613957f2

Observation 1f8e538a-cfb9-4d77-8a08-e10375b8a57e · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:38.326175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.583410Z digest=sha256:a4306e154c36f38fa22895bfa53e921a473f077e886d9450823a05d87b84b241

Observation 7b8c2e93-c0fb-484a-b8f4-4e0eef8841e6 · outbound

This paper cites Best dinner ever!!!.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Best dinner ever!!!

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:46:38.305486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.589654Z digest=sha256:df2cf6f8a9dc12431eefde233b3e911b1c667467e5a9962533ecaaafd1f5ff90

Observation da55bfc3-ba58-4e5f-ba38-2f5bee199b0e · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T20:46:35.597190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:46:35.597190Z digest=sha256:ad2c5af0214009cb59569a309200d7ddb555c050e523fb454bce2e31545d0405

Observation 7e96539f-792a-4f35-a283-6a43290941bc · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:38.284589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.602296Z digest=sha256:fc26d32aeb75f0bd2964584cc03098f97234cbd76d50f3194ee7093e8d63793e

Observation c38a1faa-24fe-47a0-b64c-720f4c47dc8e · outbound

This paper cites Chua and Snehasish Banerjee.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Chua and Snehasish Banerjee

Reference 9

Resolution
verified exact
doi, observed 2026-08-11T20:46:36.302659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.607006Z digest=sha256:9dc8fe45e0d4d0d632fb6b74e97af71ee379d2c22203dcdfafe5ced685f39cfc

Observation 36590644-d290-46cc-8f34-8677336038f4 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:38.266413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.612453Z digest=sha256:03ca3e60a17a7cfa2a387e7c06b7d760afb9576c13b9a2d7511641c728779743

Observation f94aecb0-c78a-4625-b36b-56480a009b89 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 11

Resolution
verified exact
doi, observed 2026-08-11T20:46:36.283765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.617767Z digest=sha256:42e1a66b51385769f13bee749ea5df27e0e3655d539c68f325e450d13d14f47a

Observation b0925a3c-b2fe-4849-abc6-1d3a8ee799dd · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:38.242848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.623381Z digest=sha256:1c6625a0669f62de1bd747045aeec9c7bfd1c39f3d566f75e66236d1f2ca7b05

Observation 9973bdb5-c4ff-4bfc-9502-c8dda7591e0c · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-11T20:46:35.628781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:46:35.628781Z digest=sha256:a5b4009485c424b2b5aa1e2134f37c0ee11b0afe21ac093b8929c7687fbb220e

Observation ef6eb7e5-bb95-46da-a89e-c8f30d0e0fab · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:38.222806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.634287Z digest=sha256:d52fc64eb79ba37541b7bd371bbc410c331fedd8ac1139f61e750ca49e998ed6

Observation 85330e85-a135-4e14-b38a-128a5bfb2379 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 15

Resolution
verified exact
doi, observed 2026-08-11T20:46:36.265810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.639873Z digest=sha256:7a739d52c7686f67d902e27c7f71846ad49dbfd600895f6a5ef542b1920cfa09

Observation e4c4943a-76a6-4179-b69a-939a45e62680 · outbound

This paper cites Combat AI With AI: Counteract Machine-Generated Fake Restaurant Reviews on Social Media.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Combat AI With AI: Counteract Machine-Generated Fake Restaurant Reviews on Social Media

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-11T20:46:35.651017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:46:35.651017Z digest=sha256:b462c6104d5a4df19eda774c5984e1d01694b72e5cd72c0c4246d9fe48bb7142

Observation 6ffc079a-af6b-49b4-82a2-43f84b14bcb0 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:38.203181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.657939Z digest=sha256:7c1432e976e17d13bab4481a2ee2bf253180f2ee52e20cd3dbd43663488de9b6

Observation 7f995af4-938e-4b3a-b6bf-c67d023b2753 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:38.185411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.663093Z digest=sha256:5ea6bd3774df48c93dcf788b31883ac33eb01d1b85e33752b815e37f7e7b08aa

Observation 0a2a6f1c-fb11-4135-96fb-2d89dccd51cf · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:38.163528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.669329Z digest=sha256:13cad23fec6ae4c560f06cf3e7663dc812b732148be1da352b2696bd9a1a344e

Observation f3a38b67-14d8-4c03-9c44-628f42927feb · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 20

Resolution
verified exact
doi, observed 2026-08-11T20:46:36.246532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.675322Z digest=sha256:d5b33be5401b4ea0e40af137dd9f681952ae69f5d98ef8cd48ce868c2ce42baf

Observation e678718b-6e4d-48b7-8ad0-411f608a6431 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 21

Resolution
verified exact
raw_fallback, observed 2026-08-11T20:46:37.324685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.681871Z digest=sha256:0709b748824f0012125e548279d729cf8253216e3204e6c83e5d1b2e38c54008

Observation 0567a739-0da6-4485-9bff-04da64cb0bc4 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:38.145358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.689128Z digest=sha256:6a1fad46717671a605b51ef22a471cf59b812584b5580755a9a2eafa2d8bfa86

Observation a7807e83-09d8-4cd1-8aee-9e3b0afab8f2 · outbound

This paper cites del Pobil.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go del Pobil

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-11T20:46:35.694888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:46:35.694888Z digest=sha256:201d294e67e31c8251ebd13c79c825b6ac5f45e968f3e5a6602571b8b81d0a77

Observation 69553d9c-d387-45e8-9bf0-bb851b6f68c5 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:38.127401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.703286Z digest=sha256:0b0bd51ecc3d43a7f3ca719527cc5dfe6e98a84225f44ffc9a1eff72668fa1e7

Observation f9e0d328-a8c6-4bc4-8395-e6662222dd37 · outbound

This paper cites Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-11T20:46:35.710206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:46:35.710206Z digest=sha256:1cdf3c9f4e8c56491ab92eb435a26d690a71072996f7d32dcabde11b1c6126ef

Observation aac1ed4a-cc4f-4a89-91ae-9678b1672c45 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:38.108451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.718992Z digest=sha256:cde15815e95a204c6692dd351d8e65fece18c66112d7327cede67f276ec67d1c

Observation 0299d0ed-c85c-4cdd-8978-705d87b3dcb7 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 27

Resolution
verified exact
doi, observed 2026-08-11T20:46:36.226288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.725341Z digest=sha256:f43716c23252d2341ad087ff8b829316c20d82981215c35ff172a5a78c066ef0

Observation 1cf848f7-e4bd-41fd-b505-66cb2e66a00a · outbound

This paper cites Yu, Gang Li, and Huicai Gao.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Yu, Gang Li, and Huicai Gao

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-11T20:46:35.730431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:46:35.730431Z digest=sha256:0704354d4ea011c86cba2703ccc0681c78727eddf680ff5cd605cf61fc4bc9a8

Observation daf5cda0-6a1c-4da3-917a-23ede772d971 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:38.090467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.736584Z digest=sha256:acde1f405e225603061637009606977e9d80e3269c83a2ed291dcb724bbb1343

Observation 2fa43d4e-9cf8-466d-86f5-c6df198646d5 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 30

Resolution
verified exact
doi, observed 2026-08-11T20:46:36.207200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.741628Z digest=sha256:011233c67a38c6598fd4c5a9a0670755fe1d81c69c2ce273ba1f05b0c6ab17d4

Observation 1d030769-2506-4b3b-b052-f39bf0b75dc1 · outbound

This paper cites Zamfirescu-Pereira, Matthew G Lee, Sauhard Jain, Shanqing Cai, Piyawat Lertvittayakumjorn, Michael Xuelin Huang, Shumin Zhai, Bjoern Hartmann, and Can Liu.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Zamfirescu-Pereira, Matthew G Lee, Sauhard Jain, Shanqing Cai, Piyawat Lertvittayakumjorn, Michael Xuelin Huang, Shumin Zhai, Bjoern Hartmann, and Can Liu

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-11T20:46:35.746622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:46:35.746622Z digest=sha256:16b629304d0197b31f8a48d9553b254be64d5ed6a770e690885a5a84e0c51a69

Observation d03b1b9a-06eb-481f-ad06-a7c1959642d3 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:38.072475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.751961Z digest=sha256:9963c034d69b4020fc4fe04d426d2085f48cd54249df485f694a421c1b5ab072

Observation 2a479a6a-cb54-49eb-9634-ea2bd8ae16ee · outbound

This paper cites Pron vs Prompt: Can Large Language Models already Challenge a World-Class Fiction Author at Creative Text Writing?.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Pron vs Prompt: Can Large Language Models already Challenge a World-Class Fiction Author at Creative Text Writing?

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-08-11T20:46:36.933236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.757191Z digest=sha256:c9a857cf98dba48801fbde89cad97085ea9466043c529e1a32dad95b7eb2265a

Observation fd417d73-a8d1-4017-a3e3-3d49779f2703 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:38.053336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.763156Z digest=sha256:01b93ec9ad283798bbaddc2e7aea7eaf1bb57fb783b7ef3da179f6f182942c8e

Observation 5cef383d-38a5-440f-b9a1-7c9a9aadfe16 · outbound

This paper cites Vinney Miriam van Mersbergen and Alexis E.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Vinney Miriam van Mersbergen and Alexis E

Reference 35

Resolution
verified exact
raw_fallback, observed 2026-08-11T20:46:36.903433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.769027Z digest=sha256:11e9b90bfa3e07c3cac6dd3ba4188b29ae43ca3e3eb7fffae2b5dac1d74c3f04

Observation 6b4d91d2-80c5-4793-8ce7-5d2706487e34 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:38.031094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.773922Z digest=sha256:01a315c8a8357a83d68118d63d434e40f84fd3abecb9bebba67a0a954b90fcdf

Observation 19db1860-225d-4312-8cf1-de33b62a6474 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:38.013809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.779770Z digest=sha256:fe336543f48a598679bcb542021ee29cbab63554078e96cdf80296fbcfcbf1d2

Observation 4446ca43-ac36-4398-a7fa-972f55e6a5d2 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:37.994304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.785069Z digest=sha256:d9f027ca470706f3d0142f5a9e5c959718a802b91f819d271bf8ff96efff1d5d

Observation 7044a3df-6d3c-4fa2-ace6-a693c3a52618 · outbound

This paper cites Ngo-Ye and Atish P.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Ngo-Ye and Atish P

Reference 39

Resolution
verified exact
doi, observed 2026-08-11T20:46:36.189900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.790368Z digest=sha256:cb141763ed174533a6a24dc3b0e7452acc0a907e5e6f2f630dbb6befd3b218b2

Observation 6f8cef06-4ce8-44a7-a797-069bdd72a757 · outbound

This paper cites Birna Van Riemsdijk Ni Kang, Ding Ding.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Birna Van Riemsdijk Ni Kang, Ding Ding

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-11T20:46:35.795924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:46:35.795924Z digest=sha256:70d40b3e71a21badb0791c402574b9d2865bc1b24d4b2786d277dd65cad72ab5

Observation 6163d99b-0155-4394-aff4-45c691cc3085 · outbound

This paper cites Text-to-Image Generation: Perceptions and Realities.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Text-to-Image Generation: Perceptions and Realities

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-11T20:46:35.801913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:46:35.801913Z digest=sha256:bb1bfd245ed6e5457d15287f0936a76461310ec0523223d356c3101c691c03b3

Observation 7a3a3dc4-161c-44bc-89fd-b6db1e7f7186 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 42

Resolution
verified exact
doi, observed 2026-08-11T20:46:36.171187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.807701Z digest=sha256:8216f7058c81a1830618152ad9013594e4e48ef61660cae6e964bac7ea90c595

Observation 570f9870-6ccf-4ab2-9dab-ec7e0a9f04e0 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:37.977281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.814948Z digest=sha256:f6159e3fac303b648323e5fda8c00ae1011f5ec4f59407fd08d70d596e4dea13

Observation 4f66583a-54fa-4cf7-bfa0-eb685b1efa58 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:37.958991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.821451Z digest=sha256:04187657bbfd393e210bccd501e3a6791308c41eb77dd5291e128d0af87f5e88

Observation 77ff1947-f057-4473-9929-31addc9a59c9 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 45

Resolution
verified exact
doi, observed 2026-08-11T20:46:36.151919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.827063Z digest=sha256:d29ed17afbba0c4890369f123c51a8f64adf22f7b956e38377c8cb20cece0948

Observation 92f149c9-e9c1-4c74-a7d0-8ccedc02b892 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:37.941637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.833428Z digest=sha256:e3c42a522d381892663fa9f3bb129dacdd86091e855204cf25314b507c5618b5

Observation 27db8618-7fc1-470a-9b94-975416406fab · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:37.923363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.838731Z digest=sha256:27887a8f2952a9a9640718b4cbab265d6dc5d5e5fc82e211fccc5a8539d8b5fc

Observation aa4a7f60-f7bf-4b93-9be4-0db8743a50eb · outbound

This paper cites Grammarly.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Grammarly

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:46:37.906410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.844145Z digest=sha256:05c1a4020283d670aa9cdd55400db755527f7a644b4f3969e51d225eac6feb8f

Observation 8c166766-ef95-419c-8027-3615b2c7883d · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:37.888684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.849829Z digest=sha256:0e7eff183cfb89ef0c22b66bba40b16d9ec92cd35403e94a3bfcf323c8b84f2a

Observation 8a354842-91c2-4157-98ad-5d639ef0aaaa · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 50

Resolution
metadata mismatch
raw_fallback, observed 2026-08-11T20:46:36.671089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.855825Z digest=sha256:5fb5287bb72651b0d8a0bb38c09a84ed23ef8fa1fae44f88d22e672c4c466fbe

Observation eb4984c2-0122-4e74-882c-144cae55241b · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 51

Resolution
verified exact
doi, observed 2026-08-11T20:46:36.002441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.861226Z digest=sha256:aa4fc28be758494ec62ec1517dc19a2d4c39e7beac93abf70bb012163ebd9bf7

Observation 34a2cdf1-d63e-4511-a680-a106e9419d33 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:37.870810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.866167Z digest=sha256:2f70bfdcde7da608e5ec86290fa1aad6c44d83a4ee696f4896f6de83d5da67c0

Observation d7619bb1-9c08-4063-bb7e-b2c0c51a5be1 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-11T20:46:35.871405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:46:35.871405Z digest=sha256:69aba4c2bd4c3e76791d5c51fbab901acacaf2a6f9b49f368b49481633bccc2c

Observation 617dfae3-8e82-4eb3-b632-d9efe0e9ccd1 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:37.852907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.876322Z digest=sha256:756ecdba5c40fdb49d6afcdddeb1a6b55266b8349bbdb66d1455c16ab2e38ae1

Observation c17a857b-6807-411f-a375-8f4cf2ac0114 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 55

Resolution
verified exact
raw_fallback, observed 2026-08-11T20:46:36.470000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.881540Z digest=sha256:a5d5c2da7d51a46b9146bbe7814a9823f1cedc6c12fa8f9d2b781eaf65596dd3

Observation f18ccc3d-8134-465c-bce5-55550416341c · outbound

This paper cites Investigating Table-to-Text Generation Capabilities of LLMs in Real-World Information Seeking Scenarios.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Investigating Table-to-Text Generation Capabilities of LLMs in Real-World Information Seeking Scenarios

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-11T20:46:35.888082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:46:35.888082Z digest=sha256:6711686f19e8305e8073d20e61726c41e0171e34406a1682674c4923d8920eae

Observation 1268fcce-d165-494e-ba28-9d95ba6cbee5 · outbound

This paper cites The minced beef in the dish was soft, finely chopped, and seemed to be cooked with minimal spices.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go The minced beef in the dish was soft, finely chopped, and seemed to be cooked with minimal spices

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:46:37.832451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.894179Z digest=sha256:059f30f5d65cf8863971dd63bdf929b26932565ca084d4032af4aefde80a5368

Observation c5979914-eebb-4f63-9fca-e52a1cb136e4 · outbound

This paper cites The flavor of the meat was milder than I prefer, lacking in spices which left it tasting a bit bland.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go The flavor of the meat was milder than I prefer, lacking in spices which left it tasting a bit bland

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:46:37.812028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.898950Z digest=sha256:2306e6f2f26ad4b457831254c8c7de9b79ef38b7ee961dd5f3e9fface7967e8f

Observation 26a065ea-b522-476a-8352-9cecf9a82769 · outbound

This paper cites You might describe the ingredients in the salad, whether it was fresh, and how well it complemented the meat dish.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go You might describe the ingredients in the salad, whether it was fresh, and how well it complemented the meat dish

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:46:37.794738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.903988Z digest=sha256:e2dabf2101a119cc6a67a9bcaeeedbcc0f46ce0f341e806b6ba71edfd61bfd36

Observation be9054db-f21b-46ca-8d59-06a382bae485 · outbound

This paper cites I was really looking forward to a burst of flavors but was slightly disappointed by the milder than expected taste.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go I was really looking forward to a burst of flavors but was slightly disappointed by the milder than expected taste

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:46:37.776208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.908843Z digest=sha256:fb565ac0350a737a1f32c81f80172658ec00215718fd0e12c6b3d6f7be6dc43c

Observation c9474d69-e6d9-4be9-9098-d11f1b883e64 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:37.757806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.914017Z digest=sha256:e10dbb0cd2906be02bae0b2ce07c1e827a7642ebd73b78e9225f96bf68f600e7

Observation ae926acd-5d04-4702-976f-3a4b87a48509 · outbound

This paper cites While the meat dish was decent, I couldn’t help but wish for a more robust flavor to satiate my taste buds.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go While the meat dish was decent, I couldn’t help but wish for a more robust flavor to satiate my taste buds

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:46:37.738652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.919056Z digest=sha256:9c5f3f4144330bd1010fa49c76daa1ba01efd9f3e509ba572fd3d2059bce84f8

Observation d170377c-83c8-4470-9e9e-ac975d117a9e · outbound

This paper cites extensive variety of dishes.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go extensive variety of dishes

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:46:37.717410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.924873Z digest=sha256:a7c83b9a60241a00027872d9ddde836e47f27eb8cf6838bd78fe44c18b06e114

Observation bf6feedc-0643-4764-a08b-81648a681793 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:37.697880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.929721Z digest=sha256:041baf78cd45997a767aa78395d7cbfa6faf1f5a5ec8df01af140fe8d79de528

Observation eca3b2c2-c627-40f8-9d6f-5c444efeb9b5 · outbound

This paper cites Did it exceed your expectations or give you a memorable moment?.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Did it exceed your expectations or give you a memorable moment?

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:46:37.675045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.934928Z digest=sha256:95ca47a00e7ed68ee13219fba833b71725fe574acafddfbbb9b996ba9bb1974f

Observation 4720efe2-b6c2-4d00-803a-eda2ca5df261 · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:37.651321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.939822Z digest=sha256:c9abc3320619fbb88a9474f0c615b4f2519199d00bbaa3ccd7a672f57b4c2433

Observation de0e96b9-b6ba-4f9c-915d-f132e130812b · outbound

This paper cites an unresolved cited work.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:46:37.630456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.944445Z digest=sha256:46f1c6774571b8bf5d57e96a8a78f7401d8e8dbb17d8ce1d8704a985d9b526da

Observation 19ed6ffd-5877-4a16-906f-8e4215bb172e · outbound

This paper cites Was the staff friendly, courteous, and prompt in serving you?.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Was the staff friendly, courteous, and prompt in serving you?

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:46:37.609004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.949464Z digest=sha256:b56d054d3349a12f951b1cc54debb6ec149855fe873ad905e4f99460fd81898b

Observation 0fc5220f-c2df-4e6e-bf66-d28255120449 · outbound

This paper cites Maybe you could share your reasons for visiting this place.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Maybe you could share your reasons for visiting this place

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:46:37.585562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.954533Z digest=sha256:6ecb02d0fd1892d8443c2fc1463773ea8e26d556c228d8957027545a552ee355

Observation aff85120-3202-4cb5-9d0f-324ac4a520d4 · outbound

This paper cites selection of.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go selection of

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:46:37.565154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:46:35.959306Z digest=sha256:a343a6a5ee65f2270920a7b74ea990fb04d967d39165f2d26546c526f5065f4a

Pith citing papers

No inbound Pith citation observations are available.