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Paper Citation Record · LEDGER

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

As of 12 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 2026-08-12T06:34:41.77262+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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.561108Z digest=sha256:8c73f13a134332640a0044e67e77c6f6380d7836468f52df76cf63c0fa0924e4

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.566923Z digest=sha256:724995e4e57d6399f6939576eb6bff36af89ef4f0e85b00af0c6acc1217b979f

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.572674Z digest=sha256:52f01c87c0cabe3f824ee7a6e2050d70d068d4cea1cbc7b7fac04fd16c95148a

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=sha256:377ffd7ad5a4a88d97ab8d8f673f56de665a807db83f5c1386c01680f9bc15b5

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.583410Z digest=sha256:2c4232f3ea057999cb20630e667c3a95ed1e8d27f205b2246fb1409e6a430c2e

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.589654Z digest=sha256:8ded1a0d4b184d9c59e10e9b4c136f6daefe3be9f9aef27d644c102d678771f0

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=sha256:87f2b298b20e36f2f8a9273c35a7d9062f818d38991e7823dd53d7c6c5e0f3fd

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.602296Z digest=sha256:6d45ead15de1abb7c6c44a2dab81c9e699afdeaef7b69ca48b42662c1cfa70f9

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.607006Z digest=sha256:f540bd6d4801e41cc5ba2c5fa429282a038b1ceaefc0b2b3c8f89a5fe6e00aef

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.612453Z digest=sha256:97bc598ea02162b2b181040a70c19ba23284679662555737ba7bd49fee36a173

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.617767Z digest=sha256:7d12339e07618b896255a5227d39b4964f4ca69fca7036cba4938e1cba7cd6d5

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.623381Z digest=sha256:349022136e32eed13b0814f3cab1f514be932345a1912923983551cc791d9fa1

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:be05e238bb3fa67af9511825e3020cd308d93ccc753160055ee1fa1331255c8e

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.634287Z digest=sha256:48c58406828c15ec72435350f95923f62710b070b11f258d6325348b4e7bd071

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.639873Z digest=sha256:18d4a5b310f2632b95a032b4236ea0b329e754245f7505fe75559b61ef470df1

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=sha256:1d96dce48c5b142c9bd5c7ad7ac142c543f6a56ebb5cff8cb557b80c787068be

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.657939Z digest=sha256:0529fe809422c64a6b005375014c68669bf27e6d06768f825a84915b16596e53

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.663093Z digest=sha256:af0a089d825bdad0fd7a9005667852878dd5c2196df08f2cdc1fd08be031b74f

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.669329Z digest=sha256:9c29291a56aa4bc89ad1ab3867e751bc1ce8a65345821a17202b669c9b105d37

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.675322Z digest=sha256:e52133c5de6e160ea1c649048711b7b8c9b6b0f6622fd6e37e258961bec3724b

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.681871Z digest=sha256:63426bbd5482add7b8244622a3a25fe29270cee87f8723edd7d23bda45948117

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.689128Z digest=sha256:c5703639900d204868a8ae09559d3ee06303415c8069dca97dd612edd64dd027

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=sha256:93fda27342414839654105db0e6f8f7a9cd37ae81afc44f558988fc07df71503

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.703286Z digest=sha256:730e458f0b51d2c876467c140830803a4fa06c24f4e205491a605f8169fe0363

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=sha256:37d929b36b43c2e0b9373457254d49991ce468a957bbc826f91b6280c16953e4

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.718992Z digest=sha256:b9dc427b6bbea468298f9283afd4f6030ad559b006aea808b8b6097d916d074b

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.725341Z digest=sha256:7ddd077f42c6f6748c60eab6f7a87ffba5a03cd8522fd1fca877ae224df8d5a1

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=sha256:1512c3a30444eb9ee17b9614f45f232b0d07f6106c38a61954ef3077c30a4fe9

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.736584Z digest=sha256:a49d4ced91deb9123092f547b07f6d52c6c4abc12fddaf6de9eeb06e9c337706

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.741628Z digest=sha256:0257e5f222b1e3c80a193d16aa9f78939448778854bed6cbf2b0bd4b2f75fe52

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=sha256:61e97dd8a3cf6deecfc86ba8446d998d806839ce81086d411a5f8dfe1962525a

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.751961Z digest=sha256:59f2bed209b45f037bb4365f72940506c5bd09247442b78a91d2fc0c58f02d96

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.757191Z digest=sha256:e4e1a3dca506e1fa6fbee640afe9880fe9e95216b26de2551080ceb185670836

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.763156Z digest=sha256:c8056395bba9fefad352f6e13e4b719bc7bcd43620ce2d54a99fb663447176a9

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.769027Z digest=sha256:e4f9e55d14e20ce4a50647f2b251f7af43d265fca7ea05f01b3c6d23165ecb18

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.773922Z digest=sha256:f3a25a4366cbca0459c88b532efc05218c88839b54a9598c9359f6c2c6441b1e

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.779770Z digest=sha256:6dc9578f058a0477b051e21d1b1a0a8b8138ff5c8ec0f4a48d0bd4452fef5815

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.785069Z digest=sha256:e1c4a42fdb4851908f45da9b636a2935c32b7fa1f4e48690fe78a0988e94e796

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.790368Z digest=sha256:db2db852002613de3092f983cb03ffaa83d4c0e5cf606486f67923fa9d1c73e9

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=sha256:3e6920d352cb12b18898fb6ecfc117e6571a89b01f7858dcc56d6974a6314d5b

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:ba36865355c833a1ae0f2593a1a134dae2b092fe98c3887c15c6742bb50dc9f8

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.807701Z digest=sha256:81ea76a2851e9284233df1492b6bd3fc79b076408fb003b85c798cc525995be0

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.814948Z digest=sha256:f527db342d4d4d0b74505b4ed9d0f74dd6b5708796b825fec00e0bdfa2fb2ff0

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.821451Z digest=sha256:93c665e65584edd743ef18b6e7cd1ea54c22402351cd064c36b592c0201797e5

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.827063Z digest=sha256:a5f9c18f13a95acf22c3e329a377cacd87f7dd9cc0ce7c4ec10238f1e3b1b2ca

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.833428Z digest=sha256:56c4f3e67bd9fc0c92b3f005be989e067f3ca5574f1c8b2a78eba12de8f372e9

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.838731Z digest=sha256:54f0413a828ddd83242300e55bf171a5d14f69694251ecb55569755d006bb4ee

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.844145Z digest=sha256:097ffc19e8ad65619c4d91bbb4ce2aa71a8429d1263b5292564f20d619982134

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.849829Z digest=sha256:1b988b4d09759ca0bed39359d3cf5e355a5f52f5b75636e5865f490b01f25dc6

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.855825Z digest=sha256:9a721e0284f43c83423ca5c4560e1d86da4b28dd705a0450931d82b63d118c53

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.861226Z digest=sha256:57cd218a8750b0b66cfff11119c3d64d4c8301f405186c368a19e0e22e2a934f

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.866167Z digest=sha256:2066894bfbc3f8bbcc162aeaf0ccd5d6beafa1c6d15913ee35e5c20d4e574dc3

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=sha256:6b6fa001b2ef94742ce0b6b79adf4faa5f7985730522912aad81991d98149939

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.876322Z digest=sha256:5e4cc85db18da38a6efb77ddfb30e7bc51400a7957fc4908e0a7f5aa6cb63c0e

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.881540Z digest=sha256:bcd6d9c358290172878a601de8f008edb90bd73bc1dbd1462b6b1c508bc0d765

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=sha256:26d1348d300cdc9697f26ecd2aa49ba69e1aa0b7ece35d549f6a3e880d45ea7c

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.894179Z digest=sha256:cff0173360917172d8ab003781000f580992c19ca841f2265aeb15d09c565eda

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.898950Z digest=sha256:8da0bc89a17aac77b891aac25b4edfa8e074f59e8c7b3830ac398fe29fb4a416

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.903988Z digest=sha256:904dea8db3e7505acd72e9600d73819a9b8ca37967a0bf93e4b9af729a818dba

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.908843Z digest=sha256:0ed4f8b8d5521e965ccd05f25f92aa8cebd96c02917573ed39af68488c4c2260

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.914017Z digest=sha256:d2daf9fee628995c4193f4a8fde6403cf00a60d7b1e124df7d13fe34fc51d11a

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.919056Z digest=sha256:5adce31e4e6566ec6e8c0c01140ac21159fad6ea43be5a0fd16710fc145d9764

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.924873Z digest=sha256:ec240aa6e065385ee2bd7f6b57dc00743dc96b4dfd3c3797f35e130fc54ee0dc

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.929721Z digest=sha256:827abeae8f96ff345188d337dd3ed519327939bdcadc59d9ced6242627c4ead3

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.934928Z digest=sha256:70a97356c7af95f807ed4e7dbc6e68db18f2941f4aa0dc47e0e2233e4b931323

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.939822Z digest=sha256:182918372026029c4b960a94b08ed25642e41a702545c7ea47c45fb9f48de3cb

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.944445Z digest=sha256:486b273f6e83df4a6330609ee3cedebe64be4b6ccefc3b7316830bc34caf2d3e

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.949464Z digest=sha256:89bda3c8e2c89898a180d96f1c52d2eb23dde15403ca02a476150a25a2346cff

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.954533Z digest=sha256:3bd95114181463eb9022d6ea88a9e68a1203e0f3acdc8a8a571466c1f3acbd07

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T20:46:35.959306Z digest=sha256:b6350fec8d75cc1bd601b0b1d77fa31410631ba5052dbb418b4b47bbcddfd702

Pith citing papers

No inbound Pith citation observations are available.