15 Coreference Resolution/Deep Reinforcement Learning for Mention-Ranking Coreference Models.pdf 1MB
cs224n-winter17-notes/notes5.pdf 1MB
09 Machine translation and advanced recurrent LSTMs and GRUs/cs224n-2017-notes5.pdf 1MB
06 Dependency Parsing/(Synthesis Lectures on Human Language Technologies) Sandra Kubler, Ryan McDonald, Joakim Nivre, Graeme Hirst-Dependency parsing-Morgan and Claypool Publishers (2009).pdf 1MB
18 Tackling the Limits of Deep Learning for NLP/cs224n-2017-lecture18-highlight.pdf 1MB
03 Advanced Word Vector Representations/cs224n-2017-notes2.pdf 469KB
13 Convolutional Neural Networks/Character-Aware Neural Language Models.pdf 469KB
10 Neural Machine Translation and Models with Attention/NEURAL MACHINE TRANSLATION BY JOINTLY LEARNING TO ALIGN AND TRANSLATE.pdf 434KB
14 Tree Recursive Neural Networks and Constituency Parsing/cs224n-2017-lecture14-highlight.pdf 423KB
14 Tree Recursive Neural Networks and Constituency Parsing/Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks.pdf 412KB
11 Gated recurrent units and further topics in NMT/Pointing the Unknown Words.pdf 395KB
assignments/assignment3/data/dev.conll 394KB
09 Machine translation and advanced recurrent LSTMs and GRUs/DATA NOISING AS SMOOTHING IN NEURAL NETWORK LANGUAGE MODELS.pdf 391KB
