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UCM

This repository contains the source code and data for the ICASSP 2021 paper:

HAVE YOU MADE A DECISION? WHERE? A PILOT STUDY ON INTERPRETABILITY OFPOLARITY ANALYSIS BASED ON ADVISING PROBLEM

Dependencies

Python 3.6 Tensorflow 1.14.0

Dataset statistics

Results

Test the trained model

A checkpoint is saved in scripts/runs/restore/ The test can be conducted directly

cd scripts
bash eval.sh

Get the results of all evaluation matrics

python evaluation_metric.py

Train a new model

cd scripts
bash train_ucm.sh

Cite

@INPROCEEDINGS{9413654, author={Li, Tianda and Gu, Jia-Chen and Liu, Hui and Liu, Quan and Ling, Zhen-Hua and Su, Zhiming and Zhu, Xiaodan}, booktitle={ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, title={Have You Made a Decision? Where? A Pilot Study on Interpretability of Polarity Analysis Based on Advising Problem}, year={2021}, volume={}, number={}, pages={6928-6932}, doi={10.1109/ICASSP39728.2021.9413654}}

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