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Paper Citation Record · LEDGER

Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 43 inbound Pith citation observations for arXiv:2401.12070.

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

pith.paper-citation-record.v1
2401.12070 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 43 of 43 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:40:04.351703Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

16
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 72994182-9915-4f7a-b10e-3af32e7c2bc2 · inbound

Advacheck at GenAI Detection Task 1: AI Detection Powered by Domain-Aware Multi-Tasking cites this paper.

Advacheck at GenAI Detection Task 1: AI Detection Powered by Domain-Aware Multi-Tasking Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 12

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no resolver link, observed 2026-08-12T18:14:35.171233Z

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source=arxiv_source observed=2026-08-12T18:14:35.171233Z digest=sha256:a40b825cd6e1d56d68ba76481ca36207e3ceac918b79b39b6c670a5ad8c31198

Observation ac63835c-8896-419f-9bf9-8d4f8ac3c649 · inbound

SoK: Watermarking for AI-Generated Content cites this paper.

SoK: Watermarking for AI-Generated Content Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 20

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no resolver link, observed 2026-08-12T11:13:54.418964Z

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source=pdf_text observed=2026-08-12T11:13:54.418964Z digest=sha256:596127b310a211d008e46ec1a91ff735ba99141e2f9d03014e530cb63c79dbfe

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

A Practical Examination of AI-Generated Text Detectors for Large Language Models cites this paper.

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

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

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source=arxiv_source observed=2026-08-11T20:56:40.839202Z digest=sha256:0b0abec298b73d54aacc46d8e0e4d4074fec0e92efa76cbbc17d4b11844da531

Observation 2b62754c-8a6a-4007-a30e-6d4873be37bc · inbound

NLLG Quarterly arXiv Report 09/24: What are the most influential current AI Papers? cites this paper.

NLLG Quarterly arXiv Report 09/24: What are the most influential current AI Papers? Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 19

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no resolver link, observed 2026-08-12T00:03:53.744411Z

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source=pdf_text observed=2026-08-12T00:03:53.744411Z digest=sha256:3f0d389f041d0c2a9ea05d6828ca5044d65145e9c1f7dc2f88dea97533e4043f

Observation f2f2966a-6200-4fb8-8488-cf58e65f4d52 · inbound

Evaluation of LLM Vulnerabilities to Being Misused for Personalized Disinformation Generation cites this paper.

Evaluation of LLM Vulnerabilities to Being Misused for Personalized Disinformation Generation Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 17

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no resolver link, observed 2026-08-11T12:58:26.868131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:58:26.868131Z digest=sha256:1583b5983c2f6cb206d11b4b8ebb938f516deedf4dd84e9783063232e382e43e

Observation 7c541470-6b96-435a-b4c4-772c288400e3 · inbound

DAMAGE: Detecting Adversarially Modified AI Generated Text cites this paper.

DAMAGE: Detecting Adversarially Modified AI Generated Text Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 11

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no resolver link, observed 2026-08-10T21:55:52.731676Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:55:52.731676Z digest=sha256:10445569c9d2703598f33a8036cc4c8e769e9f838c12f811ea9625a796dc14c5

Observation a53d9a3a-868e-4e21-ab5e-d08324bcfb34 · inbound

GenAI Content Detection Task 3: Cross-Domain Machine-Generated Text Detection Challenge cites this paper.

GenAI Content Detection Task 3: Cross-Domain Machine-Generated Text Detection Challenge Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 20

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no resolver link, observed 2026-08-10T20:18:47.270433Z

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source=arxiv_source observed=2026-08-10T20:18:47.270433Z digest=sha256:98841dcb37dfd6519f0b7ea87d859bf74eaf21153e89d05b9f19ba67e81fa9cf

Observation 848121df-ad5f-47ad-b10d-4aaa59ce932a · inbound

GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human cites this paper.

GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 17

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no resolver link, observed 2026-08-10T18:48:02.307249Z

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source=arxiv_source observed=2026-08-10T18:48:02.307249Z digest=sha256:054fb3bf2d85a878485839b40c800e1991146a23f49e4ecf68cad8141047cced

Observation 551c2c40-fd0e-4180-b71f-bd48a794fd4e · inbound

LuxVeri at GenAI Detection Task 3: Cross-Domain Detection of AI-Generated Text Using Inverse Perplexity-Weighted Ensemble of Fine-Tuned Transformer Models cites this paper.

LuxVeri at GenAI Detection Task 3: Cross-Domain Detection of AI-Generated Text Using Inverse Perplexity-Weighted Ensemble of Fine-Tuned Transformer Models Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 8

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no resolver link, observed 2026-08-10T17:47:25.357943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T17:47:25.357943Z digest=sha256:72fe879b5672cba0ac5ddf1544fba6d7e88b29a50c918ba0865d84009da6ae4d

Observation dfccf8b6-800d-49c1-b43f-ee87165306ba · inbound

Human-LLM Coevolution: Evidence from Academic Writing cites this paper.

Human-LLM Coevolution: Evidence from Academic Writing Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 9

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no resolver link, observed 2026-08-07T20:54:17.440957Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T20:54:17.440957Z digest=sha256:4c51b7dd608bb41f13e4023fe199fa5eab367746feee34d9f0318aa89477f7d8

Observation f1c267a0-f464-44b6-bd40-e85073ec3d80 · inbound

ExaGPT: Example-Based Machine-Generated Text Detection for Human Interpretability cites this paper.

ExaGPT: Example-Based Machine-Generated Text Detection for Human Interpretability Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 12

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verified exact
arxiv_id, observed 2026-05-23T03:27:26.939418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-05-23T03:27:02.516990Z digest=sha256:06469693d2a68532091b8205eb6cefd34e981a978147c82732a67d765415d439

Observation 3f866cbc-a6d4-42a2-acc7-ecd40d01d038 · inbound

Watermarking Needs Input Repetition Masking cites this paper.

Watermarking Needs Input Repetition Masking Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 12

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no resolver link, observed 2026-08-16T12:40:04.351703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T12:40:04.351703Z digest=sha256:d242ae0c377c68807640791e5010758554876577ac60bb93db7dbde5624bcd4b

Observation 6cb6c466-46d9-4673-ba0d-af86b51380dc · inbound

Tracing Thought: Using Chain-of-Thought Reasoning to Identify the LLM Behind AI-Generated Text cites this paper.

Tracing Thought: Using Chain-of-Thought Reasoning to Identify the LLM Behind AI-Generated Text Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 13

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no resolver link, observed 2026-08-16T10:54:25.018067Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:54:25.018067Z digest=sha256:64fb8fa5d2cfc7463ec8ed92495d865d8ba700e1a9d6b51c25b3191bd8731674

Observation 5e810183-8484-44d0-8aa4-998f64f2d9ea · inbound

Attacks on Machine-Text Detectors Retain Stylistic Fingerprints cites this paper.

Attacks on Machine-Text Detectors Retain Stylistic Fingerprints Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 5

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no resolver link, observed 2026-08-07T15:37:12.840673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:37:12.840673Z digest=sha256:64f25fe0848339fcc101631c40e7cd6d090a83c2ba4fc4ac5c9d4f0e09d349e6

Observation 4268ac7b-ede7-474b-bdb5-06313ce31ea3 · inbound

GPT Editors, Not Authors: The Stylistic Footprint of LLMs in Academic Preprints cites this paper.

GPT Editors, Not Authors: The Stylistic Footprint of LLMs in Academic Preprints Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 8

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no resolver link, observed 2026-08-07T14:55:16.477644Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:55:16.477644Z digest=sha256:ca117ba3a8c409be9268e60c86268449a33cf923da8273d69f59775740eb0bae

Observation d13997b4-07e0-4273-b7eb-44576569f2ab · inbound

Stress-testing Machine Generated Text Detection: Shifting Language Models Writing Style to Fool Detectors cites this paper.

Stress-testing Machine Generated Text Detection: Shifting Language Models Writing Style to Fool Detectors Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 14

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no resolver link, observed 2026-08-07T12:35:26.477718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:35:26.477718Z digest=sha256:94dc4f1ee8ec00f9602fe7eaf8330c47c397b74765726e3d0507955951d8e093

Observation d4bab125-64e0-4165-8dca-03fe3b974f63 · inbound

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 Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 15

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no resolver link, observed 2026-08-06T23:58:06.987287Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:58:06.987287Z digest=sha256:36b1f139ed0d64bd1d640e9dd25c40178aceb65a332fbccdf6a1141758047881

Observation a5ae9b16-4bae-46f9-9ff9-0b87089c4a67 · inbound

WETBench: A Benchmark for Detecting Task-Specific Machine-Generated Text on Wikipedia cites this paper.

WETBench: A Benchmark for Detecting Task-Specific Machine-Generated Text on Wikipedia Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 5

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no resolver link, observed 2026-08-06T20:20:02.958331Z

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source=pdf_text observed=2026-08-06T20:20:02.958331Z digest=sha256:605586e0d91a4cd00ae2cf3cf9204d2df8122744190cca3c97e3030fc1192d70

Observation c3b73c9c-2881-4af1-97ed-57afff6ed12f · inbound

Benchmarking the Detection of LLMs-Generated Modern Chinese Poetry cites this paper.

Benchmarking the Detection of LLMs-Generated Modern Chinese Poetry Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 26

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no resolver link, observed 2026-08-05T12:26:31.083936Z

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source=arxiv_source observed=2026-08-05T12:26:31.083936Z digest=sha256:320d760fd270d8c05b42e4c2382f3def72bff0d58a851b81f8474b198f3ccb3c

Observation 0f5d0d9b-0ded-46bc-a5b2-a700a05b542a · inbound

Fast segmentation of watermarked texts from large language models through an epidemic change-point framework cites this paper.

Fast segmentation of watermarked texts from large language models through an epidemic change-point framework Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 25

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no resolver link, observed 2026-08-15T15:55:29.399634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T15:55:29.399634Z digest=sha256:4885b0e0176939478a46381973cb5203fd80255f276e7044056d284d04acf432

Observation e5bbba90-adfb-44bb-b22f-ab5de5fe3e89 · inbound

RedNote-Vibe: A Dataset for Capturing Temporal Dynamics of AI-Generated Text in Lifestyle Social Media cites this paper.

RedNote-Vibe: A Dataset for Capturing Temporal Dynamics of AI-Generated Text in Lifestyle Social Media Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 7

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verified exact
arxiv_id, observed 2026-05-18T13:51:26.156042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-18T13:46:48.348859Z digest=sha256:8c216ea08818292730ed3d519a00a8e47eaa8fc6de503554acb744f57698977c

Observation 2ee24390-a711-45bb-91e0-af0dd9059ea3 · inbound

A Comprehensive Dataset for Human vs. AI Generated Text Detection cites this paper.

A Comprehensive Dataset for Human vs. AI Generated Text Detection Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 19

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no resolver link, observed 2026-08-04T08:03:27.782374Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T08:03:27.782374Z digest=sha256:7f25228764357c43192729384c3caaa8ac76f4821f2a7c68117050dfef76f69e

Observation 1aa7ebe8-37b0-4405-9c00-014b6e3336f1 · inbound

DEER: Disentangled Mixture of Experts with Instance-Adaptive Routing for Generalizable Machine-Generated Text Detection cites this paper.

DEER: Disentangled Mixture of Experts with Instance-Adaptive Routing for Generalizable Machine-Generated Text Detection Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 12

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no resolver link, observed 2026-08-04T00:27:26.971700Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:27:26.971700Z digest=sha256:e30940ea68d803403e2bddb7d913d4b7b588dfaef2f2e6923f71fc9f82ac00cc

Observation 7214747e-3066-4d0d-a2bc-4bc3f171cbf0 · inbound

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark cites this paper.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 28

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no resolver link, observed 2026-08-03T12:01:31.504598Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:31.504598Z digest=sha256:f2e57dd6048e20ecc0dd564920a7e1cacac754c83305b43569bd5087145ce808

Observation 184dcc59-4628-4237-9e53-32143bed4045 · inbound

DP-MGTD: Privacy-Preserving Machine-Generated Text Detection via Adaptive Differentially Private Entity Sanitization cites this paper.

DP-MGTD: Privacy-Preserving Machine-Generated Text Detection via Adaptive Differentially Private Entity Sanitization Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 2024

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no resolver link, observed 2026-08-03T12:05:35.578024Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T12:05:35.578024Z digest=sha256:c847919a09cdf2090a2ef38cbac2c68fd1fa729ca0f9df1a0cdb107aabd2f1dc

Observation 1197c195-aa8e-4c36-a760-fc4e4e52d2ab · inbound

The Impact of AI-Generated Text on the Internet cites this paper.

The Impact of AI-Generated Text on the Internet Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 13

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verified exact
arxiv_id, observed 2026-05-10T14:05:29.809426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T14:01:29.175202Z digest=sha256:444e52519c8b99d6ff2ecd170f14532429c1099dab716d755b174fdfdb54ca8b

Observation 2a9870d1-5b23-4030-8664-9ff3eceb9d5f · inbound

Steer-to-Detect: Probing Hidden Representations for Detection of LLM-Generated Texts cites this paper.

Steer-to-Detect: Probing Hidden Representations for Detection of LLM-Generated Texts Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 21

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verified exact
arxiv_id, observed 2026-06-30T21:55:05.759469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-30T21:53:20.873904Z digest=sha256:cf5680b03ed10a2f71ed5f1f75ff6f6a45c09550dce8d8b7a773526a66d3181d

Observation e46d10d2-6b24-4426-90bf-b96aebc54af2 · inbound

Paraphrasing Attack Resilience of Various AI-Generated Text Detection Methods cites this paper.

Paraphrasing Attack Resilience of Various AI-Generated Text Detection Methods Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 5

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metadata mismatch
arxiv_id, observed 2026-05-15T01:38:27.635529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-15T01:35:40.142917Z digest=sha256:62b8586d5a4656cddc0042988927569a06181692cec736b142bff19107cd67ee

Observation 0a3c60d0-4911-4dcd-a588-2a8077d35afe · inbound

From AI-Generated Content to Agentic Action: Security and Safety Threats in Generative AI cites this paper.

From AI-Generated Content to Agentic Action: Security and Safety Threats in Generative AI Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 52

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metadata mismatch
arxiv_id, observed 2026-05-20T18:08:50.648293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T18:08:24.901025Z digest=sha256:91e692d484538db855956fc55516d2774b20284a0fd153e7ae02c539de120fa5

Observation 2b3f64e0-f435-4b57-8ff1-4b1d0f115499 · inbound

Base Models Look Human To AI Detectors cites this paper.

Base Models Look Human To AI Detectors Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 12

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verified exact
arxiv_id, observed 2026-05-20T06:13:22.499085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-05-20T06:13:10.815204Z digest=sha256:19ac799377a1e13ba4c1cff9819607706f8cd96a99f67cc3007b8c8b8a63da60

Observation 00cdc45f-86bd-45fd-ba2e-7652a0a56682 · inbound

Findings of the Counter Turing Test: AI-Generated Text Detection cites this paper.

Findings of the Counter Turing Test: AI-Generated Text Detection Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 10

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metadata mismatch
arxiv_id, observed 2026-05-21T05:29:39.524466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-21T05:27:40.931842Z digest=sha256:6638b5966b0cbc9b49d67d1f3e600131f955a3393563dae4742138d98c6b7f62

Observation 030d271f-5045-44a1-9103-9683362056a7 · inbound

Findings of the Counter Turing Test: AI-Generated Text Detection cites this paper.

Findings of the Counter Turing Test: AI-Generated Text Detection Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 13

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arxiv_id, observed 2026-06-30T17:34:57.486937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-30T17:32:43.664618Z digest=sha256:1f805ec53c9ef997efe28ae365438ae0f5906ac672cb054a1a98005a09ba4dda

Observation e63f8836-17f2-4bce-bfdd-74858648327c · inbound

Seeing the Poem: Image-Semantic Detection of AI-Generated Modern Chinese Poetry with MLLMs cites this paper.

Seeing the Poem: Image-Semantic Detection of AI-Generated Modern Chinese Poetry with MLLMs Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 107

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arxiv_id, observed 2026-05-22T05:44:38.843156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-05-22T05:41:37.202937Z digest=sha256:03c23ac9d9db39966df6ebd4865ae0d1d1ab38b0a7a8633b99ae6ec5d6b4e4e7

Observation f96efe37-4c06-480b-8fae-bbdabb6279b5 · inbound

AEyeDE: An Attention-Based Attribution Framework for AI-Generated Text Detection cites this paper.

AEyeDE: An Attention-Based Attribution Framework for AI-Generated Text Detection Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 15

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no resolver link, observed 2026-07-12T21:39:23.683913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T21:39:23.683913Z digest=sha256:b56d54698a5d4f66cf1a7b4c0e00504478c02f05682ea973306a501cab663fb4

Observation c64a25ff-b5c4-40db-9164-0a58a9ac870e · inbound

Detector-Evasive LLM Paraphrasing via Constrained Policy Optimization cites this paper.

Detector-Evasive LLM Paraphrasing via Constrained Policy Optimization Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-06-29T00:22:51.925478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-06-28T23:05:48.770663Z digest=sha256:a965cd835e419016d2621c9c4ddfb1c2c314a9dd52039a14d2089f0f86403957

Observation 03723b80-0851-4cee-8c78-c3509c9c7cd3 · inbound

The Assistant as a Privileged Persona: A canonical reference in cross-persona self-recognition cites this paper.

The Assistant as a Privileged Persona: A canonical reference in cross-persona self-recognition Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-06-28T19:42:35.848014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-28T19:34:27.009061Z digest=sha256:76f7758bfe091da97a25082af7e8d172dbc841dc6f267d6ae93bfbe5aed01414

Observation b2b9347b-5715-4e5c-8ed9-e9e396b4b74b · inbound

FLIPS: Instance-Fingerprinting for LLMs via Pseudo-random Sequences cites this paper.

FLIPS: Instance-Fingerprinting for LLMs via Pseudo-random Sequences Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-07-02T01:56:27.968032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-06-28T11:24:01.547119Z digest=sha256:9387d8fd363d4297d7f5d679d805de4a7a078aeabefa4b9e3234caa8764bc3fe

Observation c2c5bf3e-92df-4dba-97ee-dd2aaaf421bb · inbound

DetectZoo: A Unified Toolkit for AI-Generated Content Detection Across Text, Audio, and Image Modalities cites this paper.

DetectZoo: A Unified Toolkit for AI-Generated Content Detection Across Text, Audio, and Image Modalities Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-07-02T07:06:44.556301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-28T07:07:33.410608Z digest=sha256:361ef0644bbb2d44ff2b7f07013e96e1b5f54e66ae8115d356584f963badc3d2

Observation f1c9b52a-e9c2-44c6-a54a-ccb6db3241d0 · inbound

SV-Detect: AI-generated Text Detection with Steering Vectors cites this paper.

SV-Detect: AI-generated Text Detection with Steering Vectors Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-06-27T22:21:21.131829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-06-27T22:16:31.088030Z digest=sha256:92f568ab94b7c854aac82cf221401b0ad6394273a05af9779c7c53d8bbdc4a28

Observation 893835cb-73fb-4e01-a24c-1f58c7170cea · inbound

PolyAlign: Conditional Human-Distribution Alignment cites this paper.

PolyAlign: Conditional Human-Distribution Alignment Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-07-03T15:08:33.615743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-06-27T06:38:55.992652Z digest=sha256:7c080be877579c780df7d7a155a89643fec4c373619171f039f687af223231ca

Observation 2b768b64-f7fd-43d4-9b8b-e89c92ec5353 · inbound

CASPER in the Machine: Insights into Character Variety in LLM-Generated Stories cites this paper.

CASPER in the Machine: Insights into Character Variety in LLM-Generated Stories Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 6

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T08:59:42.627453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-26T10:44:08.377664Z digest=sha256:81a5ab94f6222162d4a85f612fa712b56864021284972bf9e68717c832e4c2fd

Observation b7fb4243-eaa6-4203-8301-0a05259ff633 · inbound

Hitting a Moving Target: Test-Time Adaptation for AI Text Detection under Continual Distribution Shift cites this paper.

Hitting a Moving Target: Test-Time Adaptation for AI Text Detection under Continual Distribution Shift Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 26

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T17:40:00.583376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-06-25T23:31:35.874733Z digest=sha256:b39b5070b3510fa39fa57b493c427dbd95df564e01c9e8890db82ca4cbf2edb9

Observation d2507e9c-6c94-4b6a-b086-3acb1f14257c · inbound

UTS at ELOQUENT 2026 Voight-Kampff: structural shifts in AI writing bypass state-of-the-art detectors cites this paper.

UTS at ELOQUENT 2026 Voight-Kampff: structural shifts in AI writing bypass state-of-the-art detectors Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-02T04:51:20.582154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T04:51:20.582154Z digest=sha256:d1200018582742d4b29cf340df1fb36e3c8a605ca03b2f6d99ea04d2d1e60e39