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Embedding Learning

3751 directly classified papers

Papers per year

Papers

CLUSE: Cross-Lingual Unsupervised Sense Embeddings EMNLP 2018
GNEG: Graph-Based Negative Sampling for word2vec ACL 2018
Document Embedding Enhanced Event Detection with Hierarchical and Supervised Attention ACL 2018
Predicting Brain Activation with WordNet Embeddings ACL 2018
Interpretable Word Embedding Contextualization EMNLP 2018
Entropy-Based Subword Mining with an Application to Word Embeddings NAACL 2018
Smaller Text Classifiers with Discriminative Cluster Embeddings NAACL 2018
Character-Based Neural Networks for Sentence Pair Modeling NAACL 2018
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources NAACL 2018
Translating Embeddings for Knowledge Graph Completion with Relation Attention Mechanism IJCAI 2018
Bilingual Sentiment Embeddings: Joint Projection of Sentiment Across Languages ACL 2018
Hyperbolic Entailment Cones for Learning Hierarchical Embeddings ICML 2018
Joint Embedding of Words and Labels for Text Classification ACL 2018
UNBNLP at SemEval-2018 Task 10: Evaluating unsupervised approaches to capturing discriminative attributes SEMEVAL 2018
Attentive Statistics Pooling for Deep Speaker Embedding INTERSPEECH 2018
Key2Vec: Automatic Ranked Keyphrase Extraction from Scientific Articles using Phrase Embeddings NAACL 2018
Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings ACL 2018
Entity-Centric Joint Modeling of Japanese Coreference Resolution and Predicate Argument Structure Analysis ACL 2018
Word Embeddings-Based Uncertainty Detection in Financial Disclosures ACL 2018
Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons ACL 2018
From Text to Lexicon: Bridging the Gap between Word Embeddings and Lexical Resources COLING 2018
Bayesian Multi-label Learning with Sparse Features and Labels, and Label Co-occurrences AISTATS 2018
Generating Fine-Grained Open Vocabulary Entity Type Descriptions ACL 2018
Type-Sensitive Knowledge Base Inference Without Explicit Type Supervision ACL 2018
On Binary Embedding using Circulant Matrices JMLR 2018