Category Archives: Natural Language Processing

Deep Learning for Text Summarization

A few years back I was involved in a project trying to do realtime/low latency text summarization (without deep learning) using a Nvidia Tesla C1060 GPU (roughly state-of-the-art GPU back then), the motivation for doing realtime summarization was driven by an idea of improving search results in general. The issue with search is that it… Read More »

Deep Learning for Named Entity Recognition

About a year ago I wrote a blog post about recent research in Deep Learning for Natural Language Processing covering several subareas. One of the areas I didn’t cover was Deep Learning for Named Entity Recognition – so here are some interesting recent (2015-2016) papers related to that: Capturing Semantic Similarity for Entity Linking with… Read More »