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Embedding Learning

3,753 papers

Papers per year

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Papers

Distributional Hypernym Generation by Jointly Learning Clusters and Projections COLING 2016
Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling COLING 2016
Knowledge-Driven Event Embedding for Stock Prediction COLING 2016
Distributed Representations for Building Profiles of Users and Items from Text Reviews COLING 2016
Improving Statistical Machine Translation with Selectional Preferences COLING 2016
Enriching Phrase Tables for Statistical Machine Translation Using Mixed Embeddings COLING 2016
Joint Embedding of Hierarchical Categories and Entities for Concept Categorization and Dataless Classification COLING 2016
Latent Topic Embedding COLING 2016
Bad Company—Neighborhoods in Neural Embedding Spaces Considered Harmful COLING 2016
Improving Translation Selection with Supersenses COLING 2016
Inducing Bilingual Lexica From Non-Parallel Data With Earth Mover’s Distance Regularization COLING 2016
A Neural Network Approach for Knowledge-Driven Response Generation COLING 2016
Language classification from bilingual word embedding graphs COLING 2016
WordForce: Visualizing Controversial Words in Debates COLING 2016
Learning Deep Representations of Fine-Grained Visual Descriptions CVPR 2016
Latent Embeddings for Zero-Shot Classification CVPR 2016
Embedding Label Structures for Fine-Grained Feature Representation CVPR 2016
Supervised Quantization for Similarity Search CVPR 2016
Collaborative Quantization for Cross-Modal Similarity Search CVPR 2016
Online Collaborative Learning for Open-Vocabulary Visual Classifiers CVPR 2016
Proposal Flow CVPR 2016
Deep Metric Learning via Lifted Structured Feature Embedding CVPR 2016
Jointly Modeling Embedding and Translation to Bridge Video and Language CVPR 2016
Visual Word2Vec (vis-w2v): Learning Visually Grounded Word Embeddings Using Abstract Scenes CVPR 2016
Learning Deep Structure-Preserving Image-Text Embeddings CVPR 2016