Papers, Slides and Tutorials
- String comparison and edit distance pages and some other related lingpipe posts.  
- Graham Neubig has a really excellent set of NLP Programming slides.
- Nice set of lecture slides about Bayesian Inference
- CRF Introductory Tutorial
- Nice course on Advanced NLP
- Drop connect seems like a new and better way to regularize deep neural networks.
- Slide about Algebraic Path Problems
- Are all Loss Functions the Same
Code and Software
- ldd alternative on OSX otool -L progname
- /proc/cpuinfo on OSX sysctl -a | grep machdep.cpu