Dataset and source code for the anonymous submission .
— python==3.8
— torch-geometric==2.0.1
— other pakages
To install requirements, please run pip install -r requirements.txt.
— OS: CentOS Linux release 7.7.1908
— CPU: 64 Intel(R) Xeon(R) Gold 5218 CPU @ 2.30GHz
— GPU: Four Tesla V100-SXM2 32GB
— CUDA: 10.1
Prepare the Pre-trained model :
— 1. Get the RoBERTa pre-trained model from Website;
— 2. Put the pre-trained model to the coresponseding path (pretrained);
Process the dataset :
— python process_data.py
— we have preprocessed the data, you can skip this step！
Train the model :
— python train.py or CUDA_VISIBLE_DEVICES=0,1 python train.py
Process the dataset :
— python process_data.py
— we have preprocessed the data, you can skip this step！
LLMs for ACSA :
— prepare your OpenAi Key
— python laptop_support.py
Visualize the experiment :
— python laptop_pic.py