DAGCN

The implementation of "DAGCN: Distance-based and Aspect-oriented Graph Convolutional Network for Aspect-based Sentiment Analysis" accepted by NAACL 2024.

Requirements

To install requirements, run pip install -r requirements.txt.

Preparation

1. Download and unzip Glove vectors (glove.840B.300d.zip) from https://nlp.stanford.edu/projects/glove/ and put it into ./glove directory.
2. Prepare vocabulary with sh build_vocab.sh

Training

To train the DAGCN model, run:

sh run.sh

Credits

The code and datasets in this repository are based on DualGCN and SSEGCN.