ai-generated-text-detection

Here are 14 public repositories matching this topic...

liamdugan / raid

RAID is the largest and most challenging benchmark for AI-generated text detection. (ACL 2024)

nlp benchmark detection ai-generated generated-text generated-text-detection ai-generated-text ai-generated-text-detection acl2024

Updated Apr 24, 2026
Python

Nicozwy / AIGTD-Survey

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The official GitHub page for the survey paper of AIGTD entitled "The Imitation Game Revisited: A Comprehensive Survey on Recent Advances in AI-generated Text Detection."

llm ai-generated-text-detection aigtd

Updated Mar 1, 2025

ryuryukke / OUTFOX

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[AAAI 2024] The official repository for our paper, "OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples"

detection robustness adversarial-learning deepfakes trustworthy-ai in-context-learning llms generated-text-detection aaai2024 ai-generated-text ai-generated-text-detection ai-generated-content

Updated Nov 5, 2025
Python

MarkGHX / BiScope

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Official Implementation of NeurIPS 2024 paper - BiScope: AI-generated Text Detection by Checking Memorization of Preceding Tokens

ai-generated-text-detection

Updated Feb 17, 2026
Python

ICTMCG / POGER

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Official Repository for "Ten Words Only Still Help: Improving Black-Box AI-Generated Text Detection via Proxy-Guided Efficient Re-Sampling", IJCAI 2024.

large-language-model machine-generated-text-detection ai-generated-text-detection ijcai2024

Updated Aug 15, 2024
Python

MarkGHX / Profiler

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[EMNLP 2025] Profiler: Black-box AI-generated Text Origin Detection via Context-aware Inference Pattern Analysis

ai-generated-text-detection text-origin-tracing

Updated Apr 5, 2026
Python

ryuryukke / HowYouPromptMatters

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[EMNLP 2024] The official repository for our paper, "How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection"

detection robustness deepfakes trustworthy-ai llms generated-text-detection llm-generated-text ai-generated-text ai-generated-text-detection emnlp2024 ai-generated-content

Updated Aug 15, 2025

MadsDoodle / Detecting-the-Machine-A-Comprehensive-Benchmark-of-AI-Generated-Text-Detectors-Across-Architectures

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This project aims to address this gap by conducting a systematic, controlled study of human versus LLM-generated text detectability using paired question–answer datasets. Rather than proposing a novel detection architecture, the focus is on analyzing detection robustness, failure modes, and the impact of adversarial humanization strategies.

nlp benchmarking text-classification transformers xgboost stylometry bert model-evaluation electra perplexity roberta domain-generalization adversarial-ml ai-evaluation llm-detection ai-generated-text-detection llm-benchmarks

Updated Mar 19, 2026
Jupyter Notebook

ryuryukke / MINT

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A unified evaluation suite for membership inference and machine text detection.

nlp detection evaluation memorization ai-generated membership-inference-attacks membership-inference generated-text llms generated-text-detection ai-generated-text-detection

Updated Feb 12, 2026
Python

Liyuuuu111 / MGT-Eval

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MGTEval, an interactive platform for systematic evaluation of ai-generated text detectors, supporting 25+ detectors including DetectGPT, Fast-DetectGPT, Binoculars, and more.

aigc machine-generated-text mgt-detection llm-generated-text ai-generated-text ai-generated-text-detection aigc-detection

Updated Mar 14, 2026
Python

johnsonwangzs / MGT-Mini

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Code for NLPCC'25 Shared-Task 1: LLM-Generated Text Detection's top-1 solution. Paper: `EnsemJudge: Enhancing Reliability in Chinese LLM-Generated Text Detection through Diverse Model Ensembles`.

chinese text-detection aigc llm machine-generated-text-detection ai-generated-text-detection

Updated Jan 19, 2026
Python

ColeTrickle27 / BugManCommand-AiInspectionTool

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User friendly termite inspection tool with easy to use interface for graphing/labeling structures. Full of pest control/crawlspace specific terminology to allow users to go from graph to comprehensive, customer-facing sales report while on site.