Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T12:40:04.351703Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
0 of 0 outbound references displayed
External citation measurements
16
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
No outbound reference observations are available for this paper version.
Observation 72994182-9915-4f7a-b10e-3af32e7c2bc2 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac63835c-8896-419f-9bf9-8d4f8ac3c649 · inbound
SoK: Watermarking for AI-Generated Content Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eba0db9e-c1e1-4c40-b4de-9a1bde42d371 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b62754c-8a6a-4007-a30e-6d4873be37bc · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2f2966a-6200-4fb8-8488-cf58e65f4d52 · inbound
Evaluation of LLM Vulnerabilities to Being Misused for Personalized Disinformation Generation Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c541470-6b96-435a-b4c4-772c288400e3 · inbound
DAMAGE: Detecting Adversarially Modified AI Generated Text Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a53d9a3a-868e-4e21-ab5e-d08324bcfb34 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 848121df-ad5f-47ad-b10d-4aaa59ce932a · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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 Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dfccf8b6-800d-49c1-b43f-ee87165306ba · inbound
Human-LLM Coevolution: Evidence from Academic Writing Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1c267a0-f464-44b6-bd40-e85073ec3d80 · inbound
ExaGPT: Example-Based Machine-Generated Text Detection for Human Interpretability Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Reference 12
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.
Observation 3f866cbc-a6d4-42a2-acc7-ecd40d01d038 · inbound
Watermarking Needs Input Repetition Masking Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6cb6c466-46d9-4673-ba0d-af86b51380dc · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e810183-8484-44d0-8aa4-998f64f2d9ea · inbound
Attacks on Machine-Text Detectors Retain Stylistic Fingerprints Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4268ac7b-ede7-474b-bdb5-06313ce31ea3 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d13997b4-07e0-4273-b7eb-44576569f2ab · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4bab125-64e0-4165-8dca-03fe3b974f63 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5ae9b16-4bae-46f9-9ff9-0b87089c4a67 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3b73c9c-2881-4af1-97ed-57afff6ed12f · inbound
Benchmarking the Detection of LLMs-Generated Modern Chinese Poetry Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f5d0d9b-0ded-46bc-a5b2-a700a05b542a · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5bbba90-adfb-44bb-b22f-ab5de5fe3e89 · inbound
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
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.
Observation 2ee24390-a711-45bb-91e0-af0dd9059ea3 · inbound
A Comprehensive Dataset for Human vs. AI Generated Text Detection Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1aa7ebe8-37b0-4405-9c00-014b6e3336f1 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7214747e-3066-4d0d-a2bc-4bc3f171cbf0 · inbound
MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 184dcc59-4628-4237-9e53-32143bed4045 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1197c195-aa8e-4c36-a760-fc4e4e52d2ab · inbound
The Impact of AI-Generated Text on the Internet Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Reference 13
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.
Observation 2a9870d1-5b23-4030-8664-9ff3eceb9d5f · inbound
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
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.
Observation e46d10d2-6b24-4426-90bf-b96aebc54af2 · inbound
Paraphrasing Attack Resilience of Various AI-Generated Text Detection Methods Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Reference 5
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.
Observation 0a3c60d0-4911-4dcd-a588-2a8077d35afe · inbound
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
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.
Observation 2b3f64e0-f435-4b57-8ff1-4b1d0f115499 · inbound
Base Models Look Human To AI Detectors Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Reference 12
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.
Observation 00cdc45f-86bd-45fd-ba2e-7652a0a56682 · inbound
Findings of the Counter Turing Test: AI-Generated Text Detection Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Reference 10
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.
Observation 030d271f-5045-44a1-9103-9683362056a7 · inbound
Findings of the Counter Turing Test: AI-Generated Text Detection Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Reference 13
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.
Observation e63f8836-17f2-4bce-bfdd-74858648327c · inbound
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
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.
Observation f96efe37-4c06-480b-8fae-bbdabb6279b5 · inbound
AEyeDE: An Attention-Based Attribution Framework for AI-Generated Text Detection Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c64a25ff-b5c4-40db-9164-0a58a9ac870e · inbound
Detector-Evasive LLM Paraphrasing via Constrained Policy Optimization Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Reference 27
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.
Observation 03723b80-0851-4cee-8c78-c3509c9c7cd3 · inbound
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
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.
Observation b2b9347b-5715-4e5c-8ed9-e9e396b4b74b · inbound
FLIPS: Instance-Fingerprinting for LLMs via Pseudo-random Sequences Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Reference 23
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.
Observation c2c5bf3e-92df-4dba-97ee-dd2aaaf421bb · inbound
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
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.
Observation f1c9b52a-e9c2-44c6-a54a-ccb6db3241d0 · inbound
SV-Detect: AI-generated Text Detection with Steering Vectors Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Reference 9
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.
Observation 893835cb-73fb-4e01-a24c-1f58c7170cea · inbound
PolyAlign: Conditional Human-Distribution Alignment Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Reference 50
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.
Observation 2b768b64-f7fd-43d4-9b8b-e89c92ec5353 · inbound
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
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.
Observation b7fb4243-eaa6-4203-8301-0a05259ff633 · inbound
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
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.
Observation d2507e9c-6c94-4b6a-b086-3acb1f14257c · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.