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Embedding Learning

3,753 papers

Papers per year

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Papers

Robust to Noise Models in Natural Language Processing Tasks ACL 2019
Tw-StAR at SemEval-2019 Task 5: N-gram embeddings for Hate Speech Detection in Multilingual Tweets SEMEVAL 2019
Sampling Wisely: Deep Image Embedding by Top-K Precision Optimization ICCV 2019
Getting in Shape: Word Embedding SubSpaces IJCAI 2019
Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph Embedding AAAI 2019
Signal-To-Noise Ratio: A Robust Distance Metric for Deep Metric Learning CVPR 2019
Efficient Region Embedding with Multi-View Spatial Networks: A Perspective of Locality-Constrained Spatial Autocorrelations AAAI 2019
SEQˆ3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression NAACL 2019
Evaluating Composition Models for Verb Phrase Elliptical Sentence Embeddings NAACL 2019
GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented Dialogue EMNLP 2019
Multi-Granularity Representations of Dialog IJCNLP 2019
Few-Shot Image and Sentence Matching via Gated Visual-Semantic Embedding AAAI 2019
TransGate: Knowledge Graph Embedding with Shared Gate Structure AAAI 2019
Using Embeddings to Correct for Unobserved Confounding in Networks NIPS 2019
Discovering Regularities from Traditional Chinese Medicine Prescriptions via Bipartite Embedding Model IJCAI 2019
Graph Matching Networks for Learning the Similarity of Graph Structured Objects ICML 2019
Misspelling Oblivious Word Embeddings NAACL 2019
Bayesian Combination of Probabilistic Classifiers using Multivariate Normal Mixtures JMLR 2019
Hybrid Item-Item Recommendation via Semi-Parametric Embedding IJCAI 2019
Hardness-Aware Deep Metric Learning CVPR 2019
Unsupervised Acoustic Segmentation and Clustering Using Siamese Network Embeddings INTERSPEECH 2019
Ranking-Based Deep Cross-Modal Hashing AAAI 2019
Hyperbolic Ordinal Embedding ACML 2019
Learning Strictly Orthogonal p-Order Nonnegative Laplacian Embedding via Smoothed Iterative Reweighted Method IJCAI 2019
Network Structure and Transfer Behaviors Embedding via Deep Prediction Model AAAI 2019