Kim-Anh Nguyen

Neural-based Noise Filtering from Word Embeddings

2016 · arXiv (Cornell University)

Word embeddings have been demonstrated to benefit NLP tasks impressively. Yet, there is room for improvement in the vector representations, because current word embeddings typically contain unnecessary information, i.e., noise. We propose two novel models …