Embedding Learning

Dropout as a Low-Rank Regularizer for Matrix Factorization AISTATS 2018 Dynamic Meta-Embeddings for Improved Sentence Representations EMNLP 2018 Dynamic Network Embedding : An Extended Approach for Skip-gram based Network Embedding IJCAI 2018 Dynamic Neural Program Embeddings for Program Repair ICLR 2018 Efficient Attributed Network Embedding via Recursive Randomized Hashing IJCAI 2018 Efficient end-to-end learning for quantizable representations ICML 2018 Efficient Graph-based Word Sense Induction by Distributional Inclusion Vector Embeddings NAACL 2018 Efficient Model-Based Deep Reinforcement Learning with Variational State Tabulation ICML 2018 ELiRF-UPV at SemEval-2018 Task 11: Machine Comprehension using Commonsense Knowledge SemEval 2018 Embedding Individual Table Columns for Resilient SQL Chatbots EMNLP 2018 Embedding Learning Through Multilingual Concept Induction ACL 2018 Embedding Logical Queries on Knowledge Graphs NeurIPS 2018 Embedding Multimodal Relational Data for Knowledge Base Completion EMNLP 2018 Embedding Syntax and Semantics of Prepositions via Tensor Decomposition NAACL 2018 Embedding Text in Hyperbolic Spaces NAACL 2018 Embedding Transfer for Low-Resource Medical Named Entity Recognition: A Case Study on Patient Mobility ACL 2018 Embedding WordNet Knowledge for Textual Entailment COLING 2018 Embedding Words as Distributions with a Bayesian Skip-gram Model COLING 2018 End-to-end Deep Neural Network Age Estimation Interspeech 2018 Enhancing Semantic Representations of Bilingual Word Embeddings with Syntactic Dependencies IJCAI 2018 Entity-Centric Joint Modeling of Japanese Coreference Resolution and Predicate Argument Structure Analysis ACL 2018 Entropy-Based Subword Mining with an Application to Word Embeddings NAACL 2018 Exemplar-Based Spectral Detail Compensation for Voice Conversion Interspeech 2018 Expanding Holographic Embeddings for Knowledge Completion NeurIPS 2018 Exploiting Common Characters in Chinese and Japanese to Learn Cross-Lingual Word Embeddings via Matrix Factorization ACL 2018