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Paper Citation Record · LEDGER

A Practical Examination of AI-Generated Text Detectors for Large Language Models

As of 15 August 2026, this Paper Citation Record lists 80 of 80 outbound references and 3 inbound Pith citation observations for arXiv:2412.05139.

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

pith.paper-citation-record.v1
2412.05139 v4

Coverage vector

measured 80 of 80 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:56:41.059798Z

measured 83 of 83 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:40:28.649283Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T05:30:23.456663Z

Reference resolution

80 of 80 outbound references displayed

  • verified exact1
  • verified fuzzy3
  • unresolved74
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

1
pith, observed 2026-08-10T05:30:23.456663Z

Outbound references

Observation 5a1f908f-135f-4cab-be3d-3e6d0f4f45f7 · outbound

This paper cites online" 'onlinestring :=.

A Practical Examination of AI-Generated Text Detectors for Large Language Models online" 'onlinestring :=

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T20:56:40.673846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.673846Z digest=sha256:9a4eec36cbd2aff0203a46d0892da29bf6a0493a12da24f4c63fd3a39459c5bb

Observation 57453ace-fae1-4f08-be3d-fbfb6996b9a0 · outbound

This paper cites write newline.

A Practical Examination of AI-Generated Text Detectors for Large Language Models write newline

Reference 2

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unresolved
no resolver link, observed 2026-08-11T20:56:40.680000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.680000Z digest=sha256:50f837e22b84c604d2fbdfc590d62351a3bb8af5d6295c3c26c90f094b06bb2d

Observation 9410ae0f-9955-40bb-bd5f-03ffbb2667af · outbound

This paper cites @esa (Ref.

A Practical Examination of AI-Generated Text Detectors for Large Language Models @esa (Ref

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-11T20:56:40.685992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.685992Z digest=sha256:1d983e3cecda14855108b0f8f326c8da0f775477004747803f2289361b166590

Observation acf6fcdd-2af8-4cb6-a53e-f778bcaed7e4 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 4

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unresolved
no resolver link, observed 2026-08-11T20:56:40.691607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.691607Z digest=sha256:9a746e83e116e533d2dbca6eed4028d5c89847ef8e9917c8237254a8eddc9c98

Observation 2f2e2497-e371-4e20-a660-56ffa2cdfbb1 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:42.267047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.696501Z digest=sha256:845f6e4d93e5ecfdb48b38d0c4f136b4e25154a1ac7401cfee67db1e991617d3

Observation b6c6c1f6-abfa-43a9-a806-b7ce1037fc5b · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-11T20:56:40.701379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.701379Z digest=sha256:44ffb1c81f4f5a200f19a25186d7952fc22c72d1abdb8be4dbe4b04147e8225e

Observation 1e943850-ab84-41f7-9ed1-19eca03e89f5 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:42.251665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.706979Z digest=sha256:eaeac51b534895838eaa65c9753dd3bb380c58105339132ee979c04798729510

Observation d7876c35-5e42-43b8-8318-79846ff2f83b · outbound

This paper cites GPT-4 Technical Report.

A Practical Examination of AI-Generated Text Detectors for Large Language Models GPT-4 Technical Report

Reference 8

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unresolved
no resolver link, observed 2026-08-11T20:56:40.712127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.712127Z digest=sha256:34ce663b47168af079baba99668f57639f398dd6997966ccc951e566a420ef52

Observation fc2f3a0b-9873-4469-9519-540e73602e2b · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-11T20:56:40.717543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.717543Z digest=sha256:d649164805371f24ab8193997e4a757217f6d7c18c450974ae3154ddcbfd9fdb

Observation c62af455-660a-4812-94cf-9a8345368458 · outbound

This paper cites The Falcon Series of Open Language Models.

A Practical Examination of AI-Generated Text Detectors for Large Language Models The Falcon Series of Open Language Models

Reference 10

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unresolved
no resolver link, observed 2026-08-11T20:56:40.722543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.722543Z digest=sha256:7700172991ecee606670f9243c91ca9f998708d5d0100fda6c0173bd30634fc6

Observation 93da8efc-d7e7-4261-a14d-37a3ba8994af · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:42.226645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.727835Z digest=sha256:850bee06cfbe2b40fdb7a8aeb7a133efa83a8e5ab1aec752a25943a4f7be02b8

Observation 94ee0558-942f-4215-9534-db42d61b5111 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 12

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unresolved
no resolver link, observed 2026-08-11T20:56:40.733369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.733369Z digest=sha256:9cc51f5157988d9a12ccd3ad8b20f980dd880e1a4b663c53dcb0b9d13e35e6a0

Observation 211fc933-5e1c-4b1c-96fb-2a4b256812b1 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:42.211628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation b5581819-8a31-45a3-8cb2-80a75f6513cf · outbound

This paper cites Counter Turing Test CT^2: AI-Generated Text Detection is Not as Easy as You May Think -- Introducing AI Detectability Index.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Counter Turing Test CT^2: AI-Generated Text Detection is Not as Easy as You May Think -- Introducing AI Detectability Index

Reference 14

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unresolved
no resolver link, observed 2026-08-11T20:56:40.742876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.742876Z digest=sha256:3b51e28eb9f74a8a836f8023cda257897f23234a5d204f62862745fd0e23c8f7

Observation 779dee06-270d-42c4-a474-04e09f825536 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 15

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unresolved
raw_fallback, observed 2026-08-11T20:56:42.196264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.748279Z digest=sha256:7c83533d7f4acd32db8323da7b37b681e0f21d6b205ad585c3e9ee5ce29e44cc

Observation dbe0deb5-34fd-4e79-9417-ec31b3f41a6f · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:42.181112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.752883Z digest=sha256:79e4925333b18c96edf9de256dc33b054129048474cbe21f9dd3670e89ae679c

Observation 89a144fe-f40d-4bca-ba08-6e74d82fc1ad · outbound

This paper cites Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-11T20:56:40.757782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.757782Z digest=sha256:0ff3e450978746fdb6e26b67accbea722a466e847f7201a0d8457596ebd26fe9

Observation 8c873f7f-ffb0-4034-bdd3-3c6628d5482c · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:42.166078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.763359Z digest=sha256:1535088f2fb8f36a1354a0873118dd9910d7106fc83a2500de377daafbc65e84

Observation 49720e3e-9098-44bc-9469-09c9e6802765 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:42.150641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.768207Z digest=sha256:a46270e397b85de89f526a1b8ee13fa75debf503793df5220d2548fb43576130

Observation c15c425f-7e6b-47cc-9433-3b054d8d28e1 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:42.134879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.773083Z digest=sha256:d4e2c5574c8bf9405699cb7110f862f5c142b6b4f87d5bed4560bb67fc261e7c

Observation 2e64d76c-2968-43d4-91d4-011892af66d8 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:42.120120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.777388Z digest=sha256:7f87ddfbb2dd7f3aca4a184afc3345ed3fdb6e0b18f75ab8f885378e9c389ae2

Observation 0e9c5e69-7a46-4067-a17c-4c26c31a7fbd · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:42.104141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 167358c8-cd3c-450c-8532-78ba9fb03e22 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:42.089121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.786435Z digest=sha256:fe4e6951f30eb2acca80a2ccf33a70c22e5fd85f80b0b7c8d201714bb0ae9f75

Observation 6c6b4fb6-17d9-46d8-aee1-6ab0ba998a00 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:42.073256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation c36bc039-6a2b-4e36-a071-a548d35041b8 · outbound

This paper cites What Does the Bot Say? Opportunities and Risks of Large Language Models in Social Media Bot Detection.

A Practical Examination of AI-Generated Text Detectors for Large Language Models What Does the Bot Say? Opportunities and Risks of Large Language Models in Social Media Bot Detection

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-11T20:56:40.796037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.796037Z digest=sha256:a05aef13fae70fb3a08db1a34231634892d906b37616502f82623642d532c38c

Observation ec9e1ab5-fdab-4f6c-a548-35e20f6c5f81 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:42.055554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.800943Z digest=sha256:ce769bf643ebd3cb655ba95bf1c8dc28fe23486dd760be3575a103c85be973f2

Observation 62771219-d33e-4930-8532-474854da70de · outbound

This paper cites Detecting AI-Generated Text: Factors Influencing Detectability with Current Methods.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Detecting AI-Generated Text: Factors Influencing Detectability with Current Methods

Reference 27

Resolution
metadata mismatch
local_arxiv, observed 2026-08-11T20:56:41.440674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.805875Z digest=sha256:f3c558ac1ccdbb3b2d31408565781d24c6215a74b6c48d06886d2e6d8038c4c2

Observation 6a6b4a48-8d67-41ce-af0a-6705695749bc · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:42.039696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.810788Z digest=sha256:95cef88e2bf9cffbea0876ce1eab36e42af8022ac758990fe145a75159c896fb

Observation d405f797-6926-417c-871b-0f4b1f97568f · outbound

This paper cites Towards Possibilities & Impossibilities of AI-generated Text Detection: A Survey.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Towards Possibilities & Impossibilities of AI-generated Text Detection: A Survey

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-11T20:56:40.815458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.815458Z digest=sha256:3c6bdd9403dabc430cd28a524934b76ee71e4e7aaaa6179ff412b86ea328cc4d

Observation 376c573a-b1f2-4aef-bade-91b1ec679698 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:42.023294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.820149Z digest=sha256:c87f3b99f2d28137bf05868c8f027a7c5047ef916f984546aa82fa2024120a0b

Observation 93830cb9-ef5f-4c36-b70e-cebd43682270 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:42.006696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.824759Z digest=sha256:e303d79cc004c0f4c9fcd5d9db19b86578861b67c13cdf1140a576ec309c9a39

Observation e70b0cd2-6201-482d-a6aa-c3a9b0136ae4 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:41.990708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.829448Z digest=sha256:ad91b867dc426a6ce6ea3baf5449b7f86ad13bba15f56a027c266578e1012604

Observation 5d468149-b637-44f7-a17b-2472db323de7 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 33

Resolution
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doi_truncated, observed 2026-08-11T20:56:41.122595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.834368Z digest=sha256:19f7c8a49ae47a81d50fe986dfed1f5a385671ca77b079180f260af4d393e0cb

Observation eba0db9e-c1e1-4c40-b4de-9a1bde42d371 · outbound

This paper cites Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-11T20:56:40.839202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.839202Z digest=sha256:cda6c8711f77eb4fd7d1455a46c2032481c8316db7b2777e0528843e22231b2b

Observation 15a01261-cbdd-442b-8ba3-9417ac6407ff · outbound

This paper cites Measuring Coding Challenge Competence With APPS.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Measuring Coding Challenge Competence With APPS

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-11T20:56:40.845179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.845179Z digest=sha256:77b980e83b31c5f7de128cf5681afdeed1114803c38cf6440466253da3ee0ab7

Observation 262fc64a-b185-47b9-acee-7ba7bfb637cb · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-11T20:56:40.850023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.850023Z digest=sha256:fd732353ab902b85d87db7a8e5b6c12bd699b2804e6a8fe4bd4cf3945fe41181

Observation 9a44b2dd-1b30-410f-9532-2bbc2d5ed032 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:41.965011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.854777Z digest=sha256:c72a3c76fa8888e5e4647d4dacc6ab7c3ffd524cd78fd1282bb43ee2307c749d

Observation 7fc8b2b8-a016-496e-9f73-9fd38260af1d · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 38

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raw_fallback, observed 2026-08-11T20:56:41.950144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation cbaff3ec-d4db-467b-a61e-03e05febeecb · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 39

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 663b5417-9c8e-4341-a739-9fe075fc37af · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 40

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raw_fallback, observed 2026-08-11T20:56:41.934874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.868715Z digest=sha256:12f8d78b3db375ccd4ab2e7a9b2473864e2401a39503fba068e6e4c5452a9272

Observation de7d5826-700b-4485-a88e-cb021f6be936 · outbound

This paper cites Mistral 7B.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Mistral 7B

Reference 41

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.873220Z digest=sha256:ac45da9c7dd438148418edca212536a4fa1d5c67d96489844072acf330a3d6f0

Observation 50ac17c6-ce6e-463e-bce2-6c771e65d028 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 42

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation cc999189-9888-493c-8a02-09d98edad56b · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 43

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unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.882488Z digest=sha256:76d7c90921244ae4d010f9b9992079a5f9437eec6761ecac66cf5bebc74836d6

Observation 9467d63c-9057-4d6e-8fa0-f8f74c99c366 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 44

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raw_fallback, observed 2026-08-11T20:56:41.888976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.886822Z digest=sha256:fa66ba287f154d5aba19716bc76c7c422bf0b580464129d00b8dee0e2bf6e4fe

Observation 2663a986-cc6f-45b1-8ae3-2f3552190e4f · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 45

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raw_fallback, observed 2026-08-11T20:56:41.871966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.891465Z digest=sha256:1d7d33becba2d23511f215521d62ce5a7a02a25d1e2964f197665f090f60493f

Observation 964cdc57-9852-470d-aa07-6205be023d10 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 46

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unresolved
raw_fallback, observed 2026-08-11T20:56:41.855038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.896065Z digest=sha256:f7e005a2896da0e4c96c34faaa8d6b9c57e21a297e299a90ec6d77eb77e17a9b

Observation 4f528aca-8fae-4b40-ac30-77bc706e7986 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 47

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raw_fallback, observed 2026-08-11T20:56:41.839192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.900522Z digest=sha256:a58f3de91515264d5db72cb88ea62da2adda0e69a57caa51b2dae82e26ae4d93

Observation e9636300-f6e3-4f77-94f5-5da1e9374013 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:41.822781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.905318Z digest=sha256:c41a293798de2fbedd1b7ca9e7bb4b0730c177e604755ea410f469845f90e361

Observation b5058057-7dd7-4f5c-8c7e-eaa6c855f1dc · outbound

This paper cites Who Wrote this Code? Watermarking for Code Generation.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Who Wrote this Code? Watermarking for Code Generation

Reference 49

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no resolver link, observed 2026-08-11T20:56:40.909842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.909842Z digest=sha256:a5335cdc8ebfdf3fc2818335406994d7a4ee7fd0f7f2b1de11054a75268f2c83

Observation b3858033-1a48-42f4-b60a-e0b5f32addf0 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 50

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unresolved
raw_fallback, observed 2026-08-11T20:56:41.807546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.914686Z digest=sha256:5c9feab620af068ffbd8c4dc8883788b1fe0e0c456cd3414db33c58fb41af68b

Observation f998df0f-8370-4b81-8978-3424b8113bf6 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 51

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no resolver link, observed 2026-08-11T20:56:40.919596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.919596Z digest=sha256:0c14453810399a80e60947290a0ac19856dc668541a2cc214ffdedc57a5adf98

Observation 070b8f92-e33d-495e-a6d9-33741e089e3f · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 52

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no resolver link, observed 2026-08-11T20:56:40.924216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.924216Z digest=sha256:9b210a84b8c41b40dd8e7924ea4fb8dd66d0ad34630566cb436752e8e30634f2

Observation b872dc7d-cf18-44a6-9706-baf093d6e6e4 · outbound

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

A Practical Examination of AI-Generated Text Detectors for Large Language Models RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 53

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no resolver link, observed 2026-08-11T20:56:40.928713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.928713Z digest=sha256:a927a6acd1f66563e555737984dfbfc11faa4f1faaed735a9ad80ee05e7e0567

Observation 1db407f7-72d9-459c-afa7-40cc01ba2b63 · outbound

This paper cites Manning, and Chelsea Finn.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Manning, and Chelsea Finn

Reference 54

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verified fuzzy
raw_fallback, observed 2026-08-11T20:56:41.770842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.933515Z digest=sha256:dfe9b4dc9f97d3b5e4cb7b518bd397a95435ba6e38e42415895c43314c53c2a7

Observation 7de182d4-5f7c-4174-a84b-1cd916111e72 · outbound

This paper cites Learning to Reason for Text Generation from Scientific Tables.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Learning to Reason for Text Generation from Scientific Tables

Reference 55

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verified exact
local_arxiv, observed 2026-08-11T20:56:41.314277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.938096Z digest=sha256:611a30409c3b728c596f61cf32712fd213fd3444a937724faf4990d43312763c

Observation f8ed739f-8d7f-43c2-9c88-71fa44d69fbf · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:41.754008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.943009Z digest=sha256:841974e8bad43d7e68f03a2977518f08322a5530001531e5585f0b3b39344c97

Observation 22cb1884-359a-48ae-83b5-8a15f324ef7b · outbound

This paper cites Cohen, and Mirella Lapata.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Cohen, and Mirella Lapata

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:56:41.737824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.947568Z digest=sha256:3f644086e58a9c6a1bedf2972120ab86b5fa0f1fbc187b74454e8a4fe21596ae

Observation 6727d1d1-cc84-4ba0-9a58-4fdca3dc8d63 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:41.722590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.952144Z digest=sha256:51640d9b0fce6299d7d964dd3e0369952e43c44103fa9de78cb1b6a6ae92f499

Observation 84c91423-f624-40f6-8c56-5fb92d1429e6 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-11T20:56:40.957171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.957171Z digest=sha256:483bb40043b517846db20bc4263ce80c9ac13814fc5a22569d562022c6bbebbf

Observation 9d3610d4-cf55-4ef5-8b0f-9d9ae11a64ce · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:41.696954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.961686Z digest=sha256:afe58ac30dbdd0bc3b834fcf6d7bc642600da2bd5f5355d0c19755ffdf763249

Observation 5382d35a-5318-4aff-8124-2dc0bde36dfb · outbound

This paper cites Can AI-Generated Text be Reliably Detected?.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Can AI-Generated Text be Reliably Detected?

Reference 61

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no resolver link, observed 2026-08-11T20:56:40.966543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.966543Z digest=sha256:51a217c04d528f686893fab34e164e7e01bcc51a2d906750ae7611d6a4e0342c

Observation 66dcba94-db2d-4dbb-822f-17ccee7c9329 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 62

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unresolved
no resolver link, observed 2026-08-11T20:56:40.971608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.971608Z digest=sha256:95761dcb68af8bdde33fe3581299ea4e5076be15708b4ab1938fd73195e2d122

Observation 7b3dc1f8-d739-4392-82da-fe5e41fff3d8 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 63

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unresolved
no resolver link, observed 2026-08-11T20:56:40.976234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.976234Z digest=sha256:08f850d3d86bce2dac0a316ec9c4176876a63d4ca3cbd774bde0a40e20b3b352

Observation e0ad5014-632e-4741-b23a-1b0a90ee0846 · outbound

This paper cites Release Strategies and the Social Impacts of Language Models.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Release Strategies and the Social Impacts of Language Models

Reference 64

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unresolved
no resolver link, observed 2026-08-11T20:56:40.980969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.980969Z digest=sha256:6c3783b32eb2c6aca6af6d64adfa0061fe223a33a829f8e3b8ac6b006c3a732b

Observation 1e97d04a-c3f4-4bb5-a654-4b321fc721b1 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:41.671118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.985821Z digest=sha256:145b95587bd4aabbab9ce73e57838993b904b8c683ac487c1a11187020155d07

Observation c5c3c94f-c9a8-450c-bb9a-dcdfcae4c399 · outbound

This paper cites The Science of Detecting LLM-Generated Texts.

A Practical Examination of AI-Generated Text Detectors for Large Language Models The Science of Detecting LLM-Generated Texts

Reference 66

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no resolver link, observed 2026-08-11T20:56:40.990757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:40.990757Z digest=sha256:7c173434aa09c3c4ce4dbbc978c3005d7f46377541999a4aade0ff0c34f1d659

Observation 848cd5a8-f888-41e3-bbc7-6487385286a6 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:41.655228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:40.995965Z digest=sha256:7846a5e84adb2f2d39539ee2218e58012d973cd3b013eb1b2cfd0d83b5df8cdb

Observation 24abfc06-9ff3-444d-b04d-c3f2653ababf · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 68

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unresolved
no resolver link, observed 2026-08-11T20:56:41.000539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:41.000539Z digest=sha256:dbf83fd9fcbe2ae711f6f58f5e51400f32d6cc66cbb7b1c7109213ade9207fd9

Observation 59ac2d4d-54eb-4de9-80e9-76fa4f9b15c8 · outbound

This paper cites Nikolenko, Evgeny Burnaev, Serguei Barannikov, and Irina Piontkovskaya.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Nikolenko, Evgeny Burnaev, Serguei Barannikov, and Irina Piontkovskaya

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:56:41.637934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:41.005384Z digest=sha256:1b4f247df3c3ad80888717c01b7637585b4db0456975fffed37f3c0c1695a135

Observation 953c8aa2-7d53-4be7-b35b-b418f5bf23ac · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:41.620370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:41.010453Z digest=sha256:b6bf7b451d8caba0c0194565fe284db84764a60d96f575bfeb66bb8f028af127

Observation 7e58f684-16de-4bf5-81ff-9d82e26c9e28 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:41.604279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:41.015158Z digest=sha256:19da33747da8d3bd5ef355230654ad63db466f056001cd14dfcba717a3477128

Observation 84742bae-a510-4026-91f5-cf21d5fb04e3 · outbound

This paper cites Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-11T20:56:41.019626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:41.019626Z digest=sha256:c9ff926ad6a7d6101593523db4be2e2c8b1f2f7393b1aaafd26694b688b52213

Observation 7cb53b8d-53ed-452b-964b-7c1a3a3e63c4 · outbound

This paper cites A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions.

A Practical Examination of AI-Generated Text Detectors for Large Language Models A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-11T20:56:41.024981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:41.024981Z digest=sha256:4659514e6af1eeac597b6766401723f905cc4e8b4fc37e942514c84d845897aa

Observation fe7ef0f2-1608-4012-83af-91934e9c1c7c · outbound

This paper cites DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text.

A Practical Examination of AI-Generated Text Detectors for Large Language Models DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-11T20:56:41.030020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:41.030020Z digest=sha256:7b911e9e254d3f01316737b7a53e621f073b5cfdbf2e5a1f5b71efcc2e37e5f5

Observation 1dc9b3fa-e82e-4f5d-8861-18946e8c531a · outbound

This paper cites A Survey on Detection of LLMs-Generated Content.

A Practical Examination of AI-Generated Text Detectors for Large Language Models A Survey on Detection of LLMs-Generated Content

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-11T20:56:41.035220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T20:56:41.035220Z digest=sha256:fb3e925fd1822b5f693ecec568941f6bff3d60acdc771f64feef6c911a55896a

Observation 704fe4e0-fb71-4048-aae0-460f166ade14 · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:56:41.588046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T20:56:41.040460Z digest=sha256:865d54b7bb60f1a4721fb6078912196d66446a554a0c7c224b14df07b9f9cca7

Observation d0d018ef-c4f0-4cd9-9c9d-b8f74a90444b · outbound

This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 77

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This paper cites an unresolved cited work.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Unresolved cited work

Reference 78

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This paper cites Provable Robust Watermarking for AI-Generated Text.

A Practical Examination of AI-Generated Text Detectors for Large Language Models Provable Robust Watermarking for AI-Generated Text

Reference 79

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This paper cites PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts.

A Practical Examination of AI-Generated Text Detectors for Large Language Models PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts

Reference 80

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Pith citing papers

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When Detection Fails: The Power of Fine-Tuned Models to Generate Human-Like Social Media Text cites this paper.

When Detection Fails: The Power of Fine-Tuned Models to Generate Human-Like Social Media Text A Practical Examination of AI-Generated Text Detectors for Large Language Models

Reference 43

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PhantomHunter: Detecting Unseen Privately-Tuned LLM-Generated Text via Family-Aware Learning cites this paper.

PhantomHunter: Detecting Unseen Privately-Tuned LLM-Generated Text via Family-Aware Learning A Practical Examination of AI-Generated Text Detectors for Large Language Models

Reference 40

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A Mathematical Theory of Discursive Networks cites this paper.

A Mathematical Theory of Discursive Networks A Practical Examination of AI-Generated Text Detectors for Large Language Models

Reference 38

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