Self-Taught Convolutional Neural Networks for Short Text Clustering

1 code implementation • 1 Jan 2017 • Jiaming Xu, Peng Wang, Suncong Zheng, Guanhua Tian, Jun Zhao, Bo Xu

Short text clustering is a challenging problem due to its sparseness of text representation.

Dimensionality Reduction Short Text Clustering +1

Short Text Clustering via Convolutional Neural Networks

3 code implementations • WS 2015 • Jiaming Xu, Peng Wang, Guanhua Tian, Bo Xu, Jun Zhao, Fangyuan Wang, Hong-Wei Hao

Short Text Clustering Word Embeddings

Short Text Hashing Improved by Integrating Multi-Granularity Topics and Tags

1 code implementation • 10 Mar 2015 • Jiaming Xu, Bo Xu, Guanhua Tian, Jun Zhao, Fangyuan Wang, Hong-Wei Hao

However, topics of certain granularity are not adequate to represent the intrinsic semantic information.

Semantic Similarity Semantic Textual Similarity