Natural Language Understanding

• A Hierarchical Neural Autoencoder for Paragraphs & Documents
• LSTM Over Tree Structures
• Low-Dimensional Embeddings of Logic
• Markov Logic Networks
• A Neural Probabilistic Language Model
• Retrofitting Word Vectors to Semantic Lexicons
• Unsupervised Learning of the Morphology of Natural Language
• Computational Grounded Cognition
• Statistical Language Models Based On Neural Networks
• Understanding Natural Language Understanding
• NLU at Edinburgh
• Deep Learning for Comprehension