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Embedding Learning

3751 directly classified papers

Papers per year

Papers

Identification, Interpretability, and Bayesian Word Embeddings NAACL 2019
How Well Do Embedding Models Capture Non-compositionality? A View from Multiword Expressions NAACL 2019
Medical Concept Embedding with Multiple Ontological Representations IJCAI 2019
Scaling Up Ordinal Embedding: A Landmark Approach ICML 2019
Incorporating Visual Semantics into Sentence Representations within a Grounded Space IJCNLP 2019
Representation Learning with Ordered Relation Paths for Knowledge Graph Completion IJCNLP 2019
Label Embedding using Hierarchical Structure of Labels for Twitter Classification IJCNLP 2019
Parameter-free Sentence Embedding via Orthogonal Basis IJCNLP 2019
Bridging the Defined and the Defining: Exploiting Implicit Lexical Semantic Relations in Definition Modeling IJCNLP 2019
Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition IJCNLP 2019
Multiplex Word Embeddings for Selectional Preference Acquisition IJCNLP 2019
Accelerate Learning of Deep Hashing With Gradient Attention ICCV 2019
DeepVoxels: Learning Persistent 3D Feature Embeddings CVPR 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks IJCNLP 2019
Learning Invariant Representations with Kernel Warping AISTATS 2019
A Deep Neural Information Fusion Architecture for Textual Network Embeddings EMNLP 2019
Node Embedding over Temporal Graphs IJCAI 2019
Robust Embedding with Multi-Level Structures for Link Prediction IJCAI 2019
Social Media-based User Embedding: A Literature Review IJCAI 2019
Towards Latent Attribute Discovery From Triplet Similarities ICCV 2019
Learning Local Descriptors With a CDF-Based Dynamic Soft Margin ICCV 2019
Maximum-Margin Hamming Hashing ICCV 2019
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines NAACL 2018
Leveraging Meta-Embeddings for Bilingual Lexicon Extraction from Specialized Comparable Corpora COLING 2018
Higher-order Relation Schema Induction using Tensor Factorization with Back-off and Aggregation ACL 2018