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GitHub / martiansideofthemoon / ai-detection-paraphrases
Official repository for our NeurIPS 2023 paper "Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense" (https://arxiv.org/abs/2303.13408).
Stars: 78
Forks: 7
Open Issues: 0
License: apache-2.0
Language: Python
Repo Size: 151 KB
Dependencies:
133
Created: about 1 year ago
Updated: 7 months ago
Last pushed: 7 months ago
Last synced: 7 months ago
Files
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Readme
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Dependencies
- datasets *
- matplotlib *
- numpy *
- openai *
- scikit-learn *
- torch *
- tqdm *
- transformers *
- h5py *
- jieba *
- nltk *
- numpy *
- sacremoses *
- scipy *
- sentencepiece *
- torch *
requirements.txt
pypi
- CacheMan ==2.2.0
- KrovetzStemmer ==0.8
- Mako ==1.2.4
- MarkupSafe ==2.1.2
- Pillow ==9.4.0
- PySocks ==1.7.1
- PyStemmer ==2.0.1
- PyYAML ==6.0
- Pygments ==2.14.0
- SQLAlchemy ==2.0.4
- Unidecode ==1.3.6
- Wand ==0.6.11
- aiohttp ==3.8.3
- aiosignal ==1.3.1
- alembic ==1.9.4
- async-timeout ==4.0.2
- asynctest ==0.13.0
- attrs ==22.2.0
- beautifulsoup4 ==4.11.2
- bert-score ==0.3.12
- bibtexparser ==1.4.0
- blessed ==1.20.0
- cbor ==1.0.0
- cbor2 ==5.4.6
- certifi ==2022.12.7
- cffi ==1.15.1
- charset-normalizer ==2.1.1
- click ==8.1.3
- cmaes ==0.9.1
- colorlog ==6.7.0
- cryptography ==39.0.1
- cycler ==0.11.0
- cyhunspell ==2.0.2
- faiss-cpu ==1.7.3
- filelock ==3.9.0
- fonttools ==4.38.0
- frozenlist ==1.3.3
- gdown ==4.6.3
- gpustat ==1.0.0
- greenlet ==2.0.2
- huggingface-hub ==0.12.0
- idna ==3.4
- ijson ==3.2.0.post0
- importlib-metadata ==6.0.0
- importlib-resources ==5.12.0
- indxr ==0.1.2
- ir-datasets ==0.5.4
- joblib ==1.2.0
- kiwisolver ==1.4.4
- langdetect ==1.0.9
- latexcodec ==2.0.1
- llvmlite ==0.39.1
- lxml ==4.9.2
- lz4 ==4.3.2
- markdown-it-py ==2.1.0
- matplotlib ==3.5.3
- mauve-text ==0.3.0
- mdurl ==0.1.2
- multidict ==6.0.4
- nltk ==3.8.1
- numba ==0.56.4
- numpy ==1.21.6
- nvidia-cublas-cu11 ==11.10.3.66
- nvidia-cuda-nvrtc-cu11 ==11.7.99
- nvidia-cuda-runtime-cu11 ==11.7.99
- nvidia-cudnn-cu11 ==8.5.0.96
- nvidia-ml-py ==11.495.46
- oneliner-utils ==0.1.1
- openai ==0.27.2
- optuna ==3.1.0
- orjson ==3.8.6
- packaging ==23.0
- pandas ==1.3.5
- patsy ==0.5.3
- pdfminer.six ==20221105
- pdfplumber ==0.7.6
- psutil ==5.9.4
- pyautocorpus ==0.1.9
- pybtex ==0.24.0
- pycparser ==2.21
- pylatexenc ==2.10
- pyparsing ==3.0.9
- python-dateutil ==2.8.2
- pytz ==2022.7.1
- rank-bm25 ==0.2.2
- rankgen ==0.1.1
- ranx ==0.3.4
- rebiber ==1.1.3
- regex ==2022.10.31
- requests ==2.28.2
- retriv ==0.1.5
- rich ==13.3.1
- sacremoses ==0.0.53
- scikit-learn ==1.0.2
- scipy ==1.7.3
- sentencepiece ==0.1.97
- six ==1.16.0
- soupsieve ==2.4
- statsmodels ==0.13.5
- tabulate ==0.9.0
- termcolor ==2.2.0
- threadpoolctl ==3.1.0
- tokenizers ==0.13.2
- torch ==1.13.1
- tqdm ==4.64.1
- transformers ==4.26.0
- trec-car-tools ==2.6
- tsv ==1.2
- typing_extensions ==4.4.0
- unlzw3 ==0.2.2
- urllib3 ==1.26.14
- warc3-wet ==0.2.3
- warc3-wet-clueweb09 ==0.2.5
- wcwidth ==0.2.6
- yarl ==1.8.2
- zipp ==3.12.0
- zlib-state ==0.1.5
setup.py
pypi