Classification of textual responses in dialogues

Paper under review: the first part of this project (corpus study, linguistic frame establishment, SVM test) has been submitted

Jonathan Ginzburg, Pawel Lupkowski, Kexin Ren, Chuyuan Li. Characterizing the Response Space of Questions. Submitted to 13th International Conference on Computational Semantics (IWCS). Under review.

Models

• CNN model
• RNN model
• LSTM model (tested, see Colab notebook in this repo)

Tools

A Pytorch version and Keras version

Data Format

The final training data should be stored in csv file, and in the format of ["question", "response", "label"].