Stance Target Mining

A tool for mining stance targets from a corpus of documents.

To run

import stancemining

model = stancemining.StanceMining()

doc_targets, probs, polarity = model.fit_transform(docs)
target_info = model.get_target_info()

To reproduce results

Rename ./config/config_default.yaml to ./config/config.yaml and set the parameters in the file. Run:

python ./experiments/scripts/main.py

You may need to setup a WanDB project. Run

python ./experiments/scripts/get_results.py

To have the metrics written to a latex table saved as a tex file.