Embedding Learning

Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings EMNLP 2019 Zero-shot Learning with Many Classes by High-rank Deep Embedding Networks IJCAI 2019 Zero-shot Metric Learning IJCAI 2019 300-sparsans at SemEval-2018 Task 9: Hypernymy as interaction of sparse attributes SemEval 2018 3-in-1 Correlated Embedding via Adaptive Exploration of the Structure and Semantic Subspaces IJCAI 2018 ABDN at SemEval-2018 Task 10: Recognising Discriminative Attributes using Context Embeddings and WordNet SemEval 2018 A Compressed Sensing View of Unsupervised Text Embeddings, Bag-of-n-Grams, and LSTMs ICLR 2018 ADAPT at SemEval-2018 Task 9: Skip-Gram Word Embeddings for Unsupervised Hypernym Discovery in Specialised Corpora SemEval 2018 Adapted Deep Embeddings: A Synthesis of Methods for k-Shot Inductive Transfer Learning NeurIPS 2018 Adaptive Graph Guided Embedding for Multi-label Annotation IJCAI 2018 Addressing Noise in Multidialectal Word Embeddings ACL 2018 A Deeper Look into Dependency-Based Word Embeddings NAACL 2018 A Deep Framework for Cross-Domain and Cross-System Recommendations IJCAI 2018 A Deterministic Algorithm for Bridging Anaphora Resolution EMNLP 2018 A Discriminative Latent-Variable Model for Bilingual Lexicon Induction EMNLP 2018 Adversarially Regularized Graph Autoencoder for Graph Embedding IJCAI 2018 Aff2Vec: Affect–Enriched Distributional Word Representations COLING 2018 A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors ACL 2018 A LSTM Approach with Sub-Word Embeddings for Mongolian Phrase Break Prediction COLING 2018 A Multi-Attention based Neural Network with External Knowledge for Story Ending Predicting Task COLING 2018 An Adaptive Hierarchical Compositional Model for Phrase Embedding IJCAI 2018 An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation EMNLP 2018 An Improved Deep Embedding Learning Method for Short Duration Speaker Verification Interspeech 2018 An Investigation of Non-linear i-vectors for Speaker Verification Interspeech 2018 ANRL: Attributed Network Representation Learning via Deep Neural Networks IJCAI 2018