Embedding Learning

Matching neural paths: transfer from recognition to correspondence search NeurIPS 2017 Matrix Norm Estimation from a Few Entries NeurIPS 2017 Measuring Topic Coherence through Optimal Word Buckets EACL 2017 Memory Efficient Kernel Approximation JMLR 2017 Mimicking Word Embeddings using Subword RNNs EMNLP 2017 Minimum Semantic Error Cost Training of Deep Long Short-Term Memory Networks for Topic Spotting on Conversational Speech Interspeech 2017 Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules ACL 2017 MRLR: Multi-level Representation Learning for Personalized Ranking in Recommendation IJCAI 2017 Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities EACL 2017 Multilingual Training of Crosslingual Word Embeddings EACL 2017 Multilingual Vector Representations of Words, Sentences, and Documents IJCNLP 2017 Multiscale Quantization for Fast Similarity Search NeurIPS 2017 Multivariate Gaussian Document Representation from Word Embeddings for Text Categorization EACL 2017 Multi-view Matrix Factorization for Linear Dynamical System Estimation NeurIPS 2017 Multi-View Unsupervised User Feature Embedding for Social Media-based Substance Use Prediction EMNLP 2017 Named Entity Disambiguation for Noisy Text CoNLL 2017 NCYU at IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases using Vector Representations IJCNLP 2017 Ngram2vec: Learning Improved Word Representations from Ngram Co-occurrence Statistics EMNLP 2017 Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach AISTATS 2017 Obtaining referential word meanings from visual and distributional information: Experiments on object naming ACL 2017 Online Asymmetric Similarity Learning for Cross-Modal Retrieval CVPR 2017 Online Learning of Task-specific Word Representations with a Joint Biconvex Passive-Aggressive Algorithm EACL 2017 On Modeling Sense Relatedness in Multi-prototype Word Embedding IJCNLP 2017 Other Topics You May Also Agree or Disagree: Modeling Inter-Topic Preferences using Tweets and Matrix Factorization ACL 2017 Partitioned Tensor Factorizations for Learning Mixed Membership Models ICML 2017