/SPM_toolkit

Neural network toolkit for sentence pair modeling.

Primary LanguagePython

SPM_toolkit

This repository contains code and data used in the following paper:

@inproceedings{lan2018toolkit,
  author     = {Lan, Wuwei and Xu, Wei},
  title      = {Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering},
  booktitle  = {Proceedings of COLING 2018},
  year       = {2018}
}

The SPM_toolkit contains 4 state-of-the-art neural networks for sentence pair modeling tasks, including: Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering.

A few notes

  1. The model was implemented with Python 2.7, PyTorch 0.4.0 and Torchtext 0.1.1 .
  2. Sample command to run (navigate to the model folder first): python main.py