Nelson Liu's Blog

Paraphrase Identification Models in Tensorflow

I've been loosely hacking on the Quora Question Pairs dataset in my free time to get some more experience working with vanilla Tensorflow for NLP in a practical setting. Yesterday,...

Research Update: Extracting Phonesthemes From Word Vectors

In the fall, I was awarded a Mary Gates Research Scholarship for a project seeking to extract phonesthemes (submorphemic sound clusters that seem to have meaning, more on what this...

Installing and Updating GTX 1080 Ti Drivers / CUDA on Ubuntu

I recently had to figure out how to set up a new Ubuntu 16.04 machine with NVIDIA's new GTX 1080 Ti graphics card for use with CUDA-enabled machine learning...

Making autoenv + conda faster

I've recently switched over to using the fantastic autoenv to automatically activate my anaconda environments and set necessary environment variables when I enter a directory on my terminal. You basically...

AI2 Research Internship Recap

I took Winter quarter 2017 off at UW to do a research internship at the Allen Institute for Artificial Intelligence (AI2), where I worked on neural reading comprehension models for...