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BertNet: Harvesting Knowledge Graphs from PLMs

Environment

We use python 3.8 and all the required packages can be installed by pip:

pip install -r requirements.txt

Prompt Creation

python search_prompts.py --rel_set conceptnet (lama/human)
python main.py --rel_set conceptnet --model_name roberta-large

Present results

python present_result.py --result_dir your_result_dir
Description
ACL 2023 (Findings) - BertNet: Harvesting Knowledge Graphs from Pretrained Language Models
Readme 52 MiB
Languages
Python 100%