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Embedding Learning

3751 directly classified papers

Papers per year

Papers

Robust Locally-Linear Controllable Embedding AISTATS 2018
Incorporating Chinese Characters of Words for Lexical Sememe Prediction ACL 2018
Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds NIPS 2018
Fully Understanding The Hashing Trick NIPS 2018
Do Neural Network Cross-Modal Mappings Really Bridge Modalities? ACL 2018
UNAM at SemEval-2018 Task 10: Unsupervised Semantic Discriminative Attribute Identification in Neural Word Embedding Cones SEMEVAL 2018
Learning Domain-Sensitive and Sentiment-Aware Word Embeddings ACL 2018
Simple Unsupervised Keyphrase Extraction using Sentence Embeddings CONLL 2018
Generalizing Procrustes Analysis for Better Bilingual Dictionary Induction CONLL 2018
Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge CONLL 2018
Bringing Order to Neural Word Embeddings with Embeddings Augmented by Random Permutations (EARP) CONLL 2018
Phrase2VecGLM: Neural generalized language model–based semantic tagging for complex query reformulation in medical IR ACL 2018
Mixed Membership Word Embeddings for Computational Social Science AISTATS 2018
Incorporating Subword Information into Matrix Factorization Word Embeddings NAACL 2018
What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties ACL 2018
hyperdoc2vec: Distributed Representations of Hypertext Documents ACL 2018
Deep Correlation Structure Preserved Label Space Embedding for Multi-label Classification ACML 2018
Deep Joint Semantic-Embedding Hashing IJCAI 2018
Continuous Word Embedding Fusion via Spectral Decomposition CONLL 2018
Learning to Embed Semantic Correspondence for Natural Language Understanding CONLL 2018
Multi-view Metric Learning in Vector-valued Kernel Spaces AISTATS 2018
Random Warping Series: A Random Features Method for Time-Series Embedding AISTATS 2018
Factorized Recurrent Neural Architectures for Longer Range Dependence AISTATS 2018
MoNet: Moments Embedding Network CVPR 2018
Embedding Text in Hyperbolic Spaces NAACL 2018