Nelson Liu's Blog

machine learning

Some work I liked at ACL 2017

I was fortunate to attend ACL 2017 last week in Vancouver. There was a lot of great work on a variety of topics, and I'll quickly mention some papers/talks/...

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,...

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...

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...

scikit-learn test_size and train_size pitfalls and coming changes

I recently authored a scikit-learn PR to edit the behavior of train_size and test_size in most of the classes that use it; I thought that their interaction was...