Natural Language Processing

Compositional Morphology for Word Representations and Language Modelling ICML 2014 Content-based recommendations with Poisson factorization NeurIPS 2014 Convolutional Neural Network Architectures for Matching Natural Language Sentences NeurIPS 2014 Deep Fragment Embeddings for Bidirectional Image Sentence Mapping NeurIPS 2014 Deep Recursive Neural Networks for Compositionality in Language NeurIPS 2014 Distributed Representations of Sentences and Documents ICML 2014 Divide-and-Conquer Learning by Anchoring a Conical Hull NeurIPS 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 Global Belief Recursive Neural Networks NeurIPS 2014 Joint Syntactic and Semantic Parsing with Combinatory Categorial Grammar ACL 2014 Latent Support Measure Machines for Bag-of-Words Data Classification NeurIPS 2014 Learning a Concept Hierarchy from Multi-labeled Documents NeurIPS 2014 Learning Bilingual Word Representations by Marginalizing Alignments ACL 2014 Learning Distributed Representations for Structured Output Prediction NeurIPS 2014 Learning with Pseudo-Ensembles NeurIPS 2014 Modelling the Lexicon in Unsupervised Part of Speech Induction EACL 2014 Neural Word Embedding as Implicit Matrix Factorization NeurIPS 2014 PCFG Induction for Unsupervised Parsing and Language Modelling EMNLP 2014 Sequence to Sequence Learning with Neural Networks NeurIPS 2014 The Inverse Regression Topic Model ICML 2014 What are You Talking About? Text-to-Image Coreference CVPR 2014 Active Learning for Probabilistic Hypotheses Using the Maximum Gibbs Error Criterion NeurIPS 2013 A Deep Architecture for Matching Short Texts NeurIPS 2013