survey-authorship
Paper list for the paper "Authorship Attribution in the Era of Large Language Models: Problems, Methodologies, and Challenges (SIGKDD Exploration)"
https://github.com/baixianghuang/survey-authorship
Last synced: 15 days ago
JSON representation
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Overview
- [arXiv - authorship.github.io)
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Benchmarks and Detectors
- GPABench2
- Ghostbuster
- HC3
- HC3 Plus
- HC-Var
- HANSEN - 13B | ✓ | ✓ | |
- MGTBench
- OpenGPTText
- CHEAT
- M4 - 003, ChatGPT, GPT-4, Cohere, Dolly2, BLOOMz | ✓ | | |
- MGTBench
- MULTITuDE - 3,4, ChatGPT, Llama-65B, Alpaca-LoRa-30B, Vicuna-13B, OPT-66B, OPT-IML-Max-1\.3B | ✓ | | |
- OpenGPTText
- OpenLLMText - XL | ✓ | ✓ | |
- M4GT-Bench - 003, GPT-4, Cohere, Dolly-v2, BLOOMz | ✓ | ✓ | ✓ |
- MIXSET - 4, Llama2 | ✓ | | ✓ |
- ArguGPT - Xl, text-babbage-001, text-curie-001, davinci-001,002,003, GPT-3\.5-Turbo | ✓ | | |
- RAID - 2,3,4, ChatGPT, Mistral-7B, MPT-30B, Llama2-70B, Cohere command and chat | ✓ | | |
- MIXSET - 4, Llama2 | ✓ | | ✓ |
- TuringBench - 1,2,3, GROVER, CTRL, XLM, XLNET, FAIR, TRANSFORMER-XL, PPLM | ✓ | ✓ | |
- AuTexTification - to articles | 163,306 (42\.5%) | 20 to 100 tokens | en, es | BLOOM, GPT-3 | ✓ | ✓ | |
- M4 - 003, ChatGPT, GPT-4, Cohere, Dolly2, BLOOMz | ✓ | | |
- MULTITuDE - 3,4, ChatGPT, Llama-65B, Alpaca-LoRa-30B, Vicuna-13B, OPT-66B, OPT-IML-Max-1\.3B | ✓ | | |
- OpenLLMText - XL | ✓ | ✓ | |
- Scientic Paper - 2,3, ChatGPT, Galactica | ✓ | | |
- M4GT-Bench - 003, GPT-4, Cohere, Dolly-v2, BLOOMz | ✓ | ✓ | ✓ |
- MAGE - 130B, FLAN-T5 OPT, T0, BLOOM-7B1, GPT-J-6B, GPT-NeoX-2 | ✓ | | |
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Paper List
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2. LLM-generated Text Detection
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1. Human-written Text Attribution
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3. LLM-generated Text Attribution
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4. Human-LLM Co-authored Text Attribution
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