Papers Reading…

(2012). Bengio - Representation Learning: A Review and New Perspectives

 

(2011). Natural language processing (almost) from scratch. -- Ronan Collobert

 

(2011). Empirical evaluation and combination of advanced language modeling techniques. -- Mikolov, T.,

　　　　about adding recurrent NN to LM

 

(2012). Large, pruned or continuous space language models on a gpu for statistical machine translation. -- Schwenk,

　　　　applying in SMT

 

(2011a). Dynamic pooling and unfolding recursive autoencoders for paraphrase detection. -- Socher

　　　　apply recursive autoencoders in full sentense paraphrase detection

 

(2012). Joint learning of words and meaning representations for open-text semantic parsing. -- Bordes

　　　　applying in word sense disambiguation

 

(2011b). Domain adaptation for large-scale sentiment classification: A deep learning approach. -- Glorot

(2011b). Semi-supervised recursive autoencoders for predicting sentiment distributions. -- Socher

　　　　apply in sentiment analysis