https://github.com/ysenarath/qian-2021-lifelong

Implementation of "Lifelong Learning of Hate Speech Classification on Social Media" by Qian et al.
https://github.com/ysenarath/qian-2021-lifelong

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Implementation of "Lifelong Learning of Hate Speech Classification on Social Media" by Qian et al.

• Host: GitHub
• URL: https://github.com/ysenarath/qian-2021-lifelong
• Owner: ysenarath
• License: mit
• Created: 2024-02-22T16:58:23.000Z (9 months ago)
• Default Branch: main
• Last Pushed: 2024-03-18T23:36:30.000Z (8 months ago)
• Last Synced: 2024-03-19T00:32:43.573Z (8 months ago)
• Language: Python
• Size: 258 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# qian-2021-lifelong

Implementation of "Lifelong Learning of Hate Speech Classification on Social Media" by Qian et al. for research purposes.

Main code obtained from [aclanthology](https://aclanthology.org/2021.naacl-main.183/).

# Specifications

python version: 3.5.2 \

Pytorch version: 1.4.0 \

numpy version: 1.18.2 \

sklearn verison: 0.22.2.post1 \

tokenizers version: 0.5.2 \

transformers version: 2.5.1 \

nltk version: 3.4.5 \

spacy version: 2.2.4 \

gensim version: 3.8.1 \

## other required packages:

preprocessor: https://pypi.org/project/tweet-preprocessor/

- experiments were run on the NVIDIA GeForce GTX 1080 Ti GPUs.

# How to Run?

python -m src.main --train_path TRAIN_PATH --dev_path DEV_PATH --test_path TEST_PATH --cand_limit 1000 --keep_all_node --fix_per_task_mem_size