Frontiers of Natural Language Processing Strong Baselines for Neural Semi-supervised Learning under Domain Shift On the Limitations of Unsupervised Bilingual Dictionary Induction Neural Semi-supervised Learning under Domain Shift Successes and Frontiers of Deep Learning Optimization for Deep Learning Human Evaluation: Why do we need it? - Dr. Sheila Castilho Machine intelligence in HR technology: resume analysis at scale - Adrian Mihai Hashtagger+: Real-time Social Tagging of Streaming News - Dr. Georgiana Ifrim Transfer Learning for Natural Language Processing Transfer Learning -- The Next Frontier for Machine Learning Making sense of word senses: An introduction to word-sense disambiguation and induction - Alfredo Maldonado Spoken Dialogue Systems and Social Talk - Emer Gilmartin NIPS 2016 Highlights - Sebastian Ruder Modeling documents with Generative Adversarial Networks - John Glover