Analysis

Bias & Toxicity

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Comprehensive

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Environment

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Hallucination & Disinformation

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LM Attack

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Security Risk

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Detection

Datasets

• [paper - written articles and 3,887 synthetic articles from AI-Writer, ArticleForge, Kafkai and RedditBot | varied | [repo] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - written text and machine-generated text | GPT-3 (davinci) | [repo] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - deep-fake-text) |
• [paper - SimpleAI/chatgpt-comparison-detection) |
• [paper - written essays and 4,038 machine-generated essays produced by 7 GPT models | varied | [repo] |
• [paper - 3.5 (gpt-3.5-turbo) | [repo] |
• [paper - Neo, GPT-J, and 12k texts from GPT3 models, which is 36k texts in total | varied | [repo] |
• [paper - 3.5-turbo. | GPT-3.5 (gpt-3.5-turbo) | [repo] [file] |
• [paper - written texts and 294,381 machine-generated texts produced by 27 LLMs | varied | [repo] |
• [paper - 3.5 (gpt-3.5-turbo) | [repo] |
• [paper - 2, GPT-J, GPT-Neo, LLaMA, GPT-3.5-turbo and human. | varied | [repo] |
• [paper - 3.5, PaLM, LLaMA7B, GPT2-1B (GPT2 extra large) | [repo] |
• [paper - generators and 1 human | varied | [repo] |
• [paper - 2 | [repo] |
• [paper - parallel human-written texts | varied | [repo] |
• [paper - written texts and 13k machine-generated scientific papers | varied | [repo] |
• [paper - written sentences and 17,608 LLM-generated scentences from the medical domain | GPT-3.5 (gpt-3.5-turbo) | [repo] |
• [paper - written responses and 131,546 AI-generated responses from Zhihu and Quora | Unknown | [repo] |
• [paper - 3 (davinci) | [repo] |
• [home - lab/stanford_alpaca) |
• [paper - generation pairs | GPT-3.5 (gpt-3.5-turbo) | [repo] [repo] |
• [paper - following data generated by GPT-4 | GPT-4 | [home] [repo] |
• [paper - 3.5-turbo, with the exception of the paragraph-level data, which was generated using text-davinci-003’s insert feature | GPT-3.5 (gpt-3.5-turbo, text-davinci-003`) | [repo] |
• [paper - generated spoken text datasets. | GPT-3.5 (gpt-3.5-turbo), PaLM 2 (chat-bison@001), Vicuna 13B | [repo] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - 4, LLaMA-2 70B | [repo] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper
• [paper - parallel human-written texts | varied | [repo] |
• [paper - written sentences and 17,608 LLM-generated scentences from the medical domain | GPT-3.5 (gpt-3.5-turbo) | [repo] |
• [paper - 3.5-turbo, whereas 5145 samples authored by human contributors. | GPT-3.5 (gpt-3.5-turbo) | [repo] |
• [paper - 3 (davinci) | [repo] |
• [paper - following data generated by GPT-4 | GPT-4 | [home] [repo] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - 2 | Grover, GPT-2 | [home] [file] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper
• [paper - written texts and 414k machine-generated texts. | varied | [repo] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - NLP/BUST) |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [paper - written comments and 1,001 generated comments | GPT-2 | [home] |
• [repo - cleaned) |
• [paper - bench.xyz/) [repo] [leaderboard] |

Demos & Products

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• [demo - 2-output-dataset/tree/master/detector)
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• [home - gpt-3-5-chatgpt-be-detected/)
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• [demo - ai-classifier-for-indicating-ai-written-text/)
• [demo - mitchell/detect-gpt)
• [demo - SimpleAI/chatgpt-comparison-detection)
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Papers

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