Generation

Joint Photo Stream and Blog Post Summarization and Exploration CVPR 2015 Modeling Order in Neural Word Embeddings at Scale ICML 2015 Scalable Deep Poisson Factor Analysis for Topic Modeling ICML 2015 Semi-supervised Sequence Learning NeurIPS 2015 Show, Attend and Tell: Neural Image Caption Generation with Visual Attention ICML 2015 Skip-Thought Vectors NeurIPS 2015 Weighted Theta Functions and Embeddings with Applications to Max-Cut, Clustering and Summarization NeurIPS 2015 An Autoencoder Approach to Learning Bilingual Word Representations NeurIPS 2014 Compositional Morphology for Word Representations and Language Modelling ICML 2014 Distributed Representations of Sentences and Documents ICML 2014 Dual online inference for latent Dirichlet allocation ACML 2014 Dynamic Rank Factor Model for Text Streams NeurIPS 2014 Efficient Distributed Topic Modeling with Provable Guarantees AISTATS 2014 PCFG Induction for Unsupervised Parsing and Language Modelling EMNLP 2014 A recursive estimate for the predictive likelihood in a topic model AISTATS 2013 Distributed Representations of Words and Phrases and their Compositionality NeurIPS 2013 It's Not Polite to Point: Describing People with Uncertain Attributes CVPR 2013 Learning and using language via recursive pragmatic reasoning about other agents NeurIPS 2013 Learning word embeddings efficiently with noise-contrastive estimation NeurIPS 2013 Sparse Additive Text Models with Low Rank Background NeurIPS 2013 Story-Driven Summarization for Egocentric Video CVPR 2013 Training and Analysing Deep Recurrent Neural Networks NeurIPS 2013 Translating Video Content to Natural Language Descriptions ICCV 2013 A Neural Autoregressive Topic Model NeurIPS 2012 A Spectral Algorithm for Latent Dirichlet Allocation NeurIPS 2012