Structured Learning at Penn

This page summarizes research on machine learning for natural language and biological sequences by members of Fernando Pereira's research group. We plan to expand it to include similar research from other groups at Penn.

Software

• Gene/protein mention tagger for biomedical abstracts
• Dependency parser
• CRAIG gene predictor
• StructLearn
• EVIGAN gene predictor

Publications

BibTeX file

Some of our ongoing research on approximate inference for structured learning has benefitted from an academic license for Xpress-MP from Dash Optimization.

Xpress-MP Suite Leading Optimization Software Linear Programming Mixed Integer Programming