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Embedding Learning

3751 directly classified papers

Papers per year

Papers

Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs ACL 2019
Learning Document Embeddings with Crossword Prediction AAAI 2019
On Lifted Inference Using Neural Embeddings AAAI 2019
Learning Uniform Semantic Features for Natural Language and Programming Language Globally, Locally and Sequentially AAAI 2019
f-Similarity Preservation Loss for Soft Labels: A Demonstration on Cross-Corpus Speech Emotion Recognition AAAI 2019
TransConv: Relationship Embedding in Social Networks AAAI 2019
Misspelling Oblivious Word Embeddings NAACL 2019
Coherence models in schizophrenia NAACL 2019
Dyr Bul Shchyl. Proxying Sound Symbolism With Word Embeddings NAACL 2019
Interpretable Word Embeddings via Informative Priors IJCNLP 2019
Shallow Domain Adaptive Embeddings for Sentiment Analysis IJCNLP 2019
Rotate King to get Queen: Word Relationships as Orthogonal Transformations in Embedding Space IJCNLP 2019
Analytical Methods for Interpretable Ultradense Word Embeddings IJCNLP 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks EMNLP 2019
Compositional Fairness Constraints for Graph Embeddings ICML 2019
Correlated Variational Auto-Encoders ICML 2019
SEQˆ3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression NAACL 2019
Recursive Sketches for Modular Deep Learning ICML 2019
Multi-Frequency Vector Diffusion Maps ICML 2019
Active Embedding Search via Noisy Paired Comparisons ICML 2019
Hyperbolic Disk Embeddings for Directed Acyclic Graphs ICML 2019
Supervised and Nonlinear Alignment of Two Embedding Spaces for Dictionary Induction in Low Resourced Languages EMNLP 2019
Efficient Sentence Embedding using Discrete Cosine Transform EMNLP 2019
SNAP-BATNET: Cascading Author Profiling and Social Network Graphs for Suicide Ideation Detection on Social Media NAACL 2019
On the Limitations of Representing Functions on Sets ICML 2019