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Embedding Learning

3751 directly classified papers

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Papers

Johnson-Lindenstrauss Transforms with Best Confidence COLT 2021
Exponentially Improved Dimensionality Reduction for l1: Subspace Embeddings and Independence Testing COLT 2021
How can classical multidimensional scaling go wrong? NIPS 2021
Deep kernels with probabilistic embeddings for small-data learning UAI 2021
Capacity and Bias of Learned Geometric Embeddings for Directed Graphs NIPS 2021
Facial Expression Recognition in the Wild via Deep Attentive Center Loss WACV 2021
One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective NIPS 2021
Polar Embedding CONLL 2021
A Unified Feature Representation for Lexical Connotations EACL 2021
Analogy Training Multilingual Encoders AAAI 2021
Scaffolded input promotes atomic organization in the recurrent neural network language model CONLL 2021
Phonovisual Biases in Language: is the Lexicon Tied to the Visual World? IJCAI 2021
Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning CONLL 2021
Convolutional Hypercomplex Embeddings for Link Prediction ACML 2021
Concept-Based Label Embedding via Dynamic Routing for Hierarchical Text Classification IJCNLP 2021
Improving Hashing Algorithms for Similarity Search via MLE and the Control Variates Trick ACML 2021
Metric Learning for comparison of HMMs using Graph Neural Networks ACML 2021
Improving the Diversity of Unsupervised Paraphrasing with Embedding Outputs EMNLP 2021
Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval EMNLP 2021
On Scalar Embedding of Relative Positions in Attention Models AAAI 2021
Identifying the Importance of Content Overlap for Better Cross-lingual Embedding Mappings EMNLP 2021
EmbedMask: Embedding Coupling for Instance Segmentation IJCAI 2021
BAHP: Benchmark of Assessing Word Embeddings in Historical Portuguese EMNLP 2021
The Early Modern Dutch Mediascape. Detecting Media Mentions in Chronicles Using Word Embeddings and CRF EMNLP 2021
Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification ACL 2021