Representation Learning

Incorporating Context into Language Encoding Models for fMRI NeurIPS 2018 Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings ACL 2018 Incorporating Subword Information into Matrix Factorization Word Embeddings NAACL 2018 Incorporating Syntactic Uncertainty in Neural Machine Translation with a Forest-to-Sequence Model COLING 2018 Increasing In-Class Similarity by Retrofitting Embeddings with Demographic Information EMNLP 2018 Inductive Two-Layer Modeling with Parametric Bregman Transfer ICML 2018 Inferring Networks From Random Walk-Based Node Similarities NeurIPS 2018 Information Aggregation via Dynamic Routing for Sequence Encoding COLING 2018 Information Constraints on Auto-Encoding Variational Bayes NeurIPS 2018 Information Encoding by Deep Neural Networks: What Can We Learn? Interspeech 2018 INITIATOR: Noise-contrastive Estimation for Marked Temporal Point Process IJCAI 2018 Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation ACL 2018 In Search of Coherence and Consensus: Measuring the Interpretability of Statistical Topics JMLR 2018 Insights on representational similarity in neural networks with canonical correlation NeurIPS 2018 Integrated accounts of behavioral and neuroimaging data using flexible recurrent neural network models NeurIPS 2018 Integrating Hypertension Phenotype and Genotype with Hybrid Non-negative Matrix Factorization MLHC 2018 Integrating Recurrence Dynamics for Speech Emotion Recognition Interspeech 2018 Integrating Spectral and Spatial Features for Multi-Channel Speaker Separation Interspeech 2018 Integration complexity and the order of cosisters EMNLP 2018 Integrative Network Embedding via Deep Joint Reconstruction IJCAI 2018 Intent Discovery Through Unsupervised Semantic Text Clustering Interspeech 2018 Inter and Intra Topic Structure Learning with Word Embeddings ICML 2018 Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder ACL 2018 Interpretable Latent Spaces for Learning from Demonstration CoRL 2018 Interpretable Word Embedding Contextualization EMNLP 2018