Representation Learning

End-to-End Reinforcement Learning for Automatic Taxonomy Induction ACL 2018 End-to-end Speech Recognition Using Lattice-free MMI Interspeech 2018 End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction Interspeech 2018 End-to-End Time Series Imputation via Residual Short Paths ACML 2018 Enhanced Aspect Level Sentiment Classification with Auxiliary Memory COLING 2018 Enhanced Word Representations for Bridging Anaphora Resolution NAACL 2018 Enhancing Sentence Embedding with Generalized Pooling COLING 2018 Enriching Word Embeddings with Domain Knowledge for Readability Assessment COLING 2018 Ensure the Correctness of the Summary: Incorporate Entailment Knowledge into Abstractive Sentence Summarization COLING 2018 Entity-aware Image Caption Generation EMNLP 2018 Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval ACL 2018 Entropy-Based Subword Mining with an Application to Word Embeddings NAACL 2018 Estimating Linguistic Complexity for Science Texts NAACL 2018 Estimators for Multivariate Information Measures in General Probability Spaces NeurIPS 2018 Evaluating the Ability of LSTMs to Learn Context-Free Grammars EMNLP 2018 Evaluating Word Embeddings in Multi-label Classification Using Fine-Grained Name Typing ACL 2018 Evaluation of Unsupervised Compositional Representations COLING 2018 Event2Mind: Commonsense Inference on Events, Intents, and Reactions ACL 2018 Every Smile Is Unique: Landmark-Guided Diverse Smile Generation CVPR 2018 Exemplar Encoder-Decoder for Neural Conversation Generation ACL 2018 Explaining Deep Learning Models -- A Bayesian Non-parametric Approach NeurIPS 2018 Explicit Retrofitting of Distributional Word Vectors ACL 2018 Exploiting Attention to Reveal Shortcomings in Memory Models EMNLP 2018 Exploiting Contextual Information via Dynamic Memory Network for Event Detection EMNLP 2018 Exploiting POI-Specific Geographical Influence for Point-of-Interest Recommendation IJCAI 2018