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Embedding Learning

3751 directly classified papers

Papers per year

Papers

On Modeling Sense Relatedness in Multi-prototype Word Embedding IJCNLP 2017
Bilingual Word Embeddings for Bilingual Terminology Extraction from Specialized Comparable Corpora IJCNLP 2017
Course Concept Extraction in MOOCs via Embedding-Based Graph Propagation IJCNLP 2017
Demographic Word Embeddings for Racism Detection on Twitter IJCNLP 2017
Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content Measurement EACL 2017
Bootstrapping Unsupervised Bilingual Lexicon Induction EACL 2017
Learning Compositionality Functions on Word Embeddings for Modelling Attribute Meaning in Adjective-Noun Phrases EACL 2017
Using the Output Embedding to Improve Language Models EACL 2017
Measuring Topic Coherence through Optimal Word Buckets EACL 2017
Multivariate Gaussian Document Representation from Word Embeddings for Text Categorization EACL 2017
Analogical Inference for Multi-relational Embeddings ICML 2017
Training Word Sense Embeddings With Lexicon-based Regularization IJCNLP 2017
Context-Aware Smoothing for Neural Machine Translation IJCNLP 2017
Grammatical Error Detection Using Error- and Grammaticality-Specific Word Embeddings IJCNLP 2017
Word Ordering as Unsupervised Learning Towards Syntactically Plausible Word Representations IJCNLP 2017
Towards Lower Bounds on Number of Dimensions for Word Embeddings IJCNLP 2017
Learning from Conditional Distributions via Dual Embeddings AISTATS 2017
Contextual Bandits with Latent Confounders: An NMF Approach AISTATS 2017
Geographical Evaluation of Word Embeddings IJCNLP 2017
End-to-end Network for Twitter Geolocation Prediction and Hashing IJCNLP 2017
NCYU at IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases using Vector Representations IJCNLP 2017
Multilingual Vector Representations of Words, Sentences, and Documents IJCNLP 2017
Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach AISTATS 2017
Bayesian Hybrid Matrix Factorisation for Data Integration AISTATS 2017
Sentence Embedding for Neural Machine Translation Domain Adaptation ACL 2017