IdeaLens: Detecting AI Ideas in Long-form Writing
cs.CL, cs.AI, cs.LG
Submitted: 2026-10-05
Updated: 2026-10-05
Code: https://github.com/RishanthRajendhran/IdeaLens
Sources
- Decoupling Content and Expression: Two-Dimensional Detection of AI-Generated Text
- Operation-Guided Progressive Human-to-AI Text Transformation Benchmark for Multi-Granularity AI-Text Detection
- D2C-Routing: Dimension-to-Composition Evidence Routing for Mixed-Origin AI-Generated Text Detection
- Technical Report on the Pangram AI-Generated Text Classifier
- Limits of LLM Text Detectors in Education
- Gemini: A Family of Highly Capable Multimodal Models
- Pangram 4 Technical Report
- Why AI Detection Fails for Academic Integrity
- Argument Collapse: LLMs Flatten Long-Form Public Debate
- F(AI)2R: Who Did What, and Who Checked? Verifiable AI Provenance as an Executable Skill
- MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text
- How Much Is an AI Token Worth? Scaling Laws for Wild AI-Generated Web Text
- StoryScope: Investigating idiosyncrasies in AI fiction
- AI Writers Have a Consistent Stylometric Footprint, but AI Editors Do Not
- Release Strategies and the Social Impacts of Language Models
Related papers
- Exploring Solution Divergence and Its Effect on Large Language Model Problem Solving
- Ishigaki-IDS-Bench: A Benchmark for Generating Information Delivery Specification from BIM Information Requirements
- Subliminal Steering: Stronger Encoding of Hidden Signals
- MedStruct-S: A Benchmark for Key Discovery, Key-Conditioned QA and Semi-Structured Extraction from OCR Clinical Reports
- The End of Transformers? On Challenging Attention and the Rise of Sub-Quadratic Architectures
- Untangling the Mechanisms of Misleading Context in Medical Question Answering