Embedding Learning

EnsLM: Ensemble Language Model for Data Diversity by Semantic Clustering ACL 2021 Entity Prediction in Knowledge Graphs with Joint Embeddings NAACL 2021 Estimating $α$-Rank from A Few Entries with Low Rank Matrix Completion ICML 2021 eTREE: Learning Tree-structured Embeddings AAAI 2021 Evaluating a Joint Training Approach for Learning Cross-lingual Embeddings with Sub-word Information without Parallel Corpora on Lower-resource Languages ACL 2021 Event-Driven News Stream Clustering using Entity-Aware Contextual Embeddings EACL 2021 EventKE: Event-Enhanced Knowledge Graph Embedding EMNLP 2021 Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation ICCV 2021 Exploiting Data Sparsity in Secure Cross-Platform Social Recommendation NeurIPS 2021 Exploiting Position and Contextual Word Embeddings for Keyphrase Extraction from Scientific Papers EACL 2021 Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings EMNLP 2021 Exploring Sentence Community for Document-Level Event Extraction EMNLP 2021 Exploring Word Usage Change with Continuously Evolving Embeddings ACL 2021 Exponentially Improved Dimensionality Reduction for l1: Subspace Embeddings and Independence Testing COLT 2021 Extending Multi-Sense Word Embedding to Phrases and Sentences for Unsupervised Semantic Applications AAAI 2021 Extreme Structure From Motion for Indoor Panoramas Without Visual Overlaps ICCV 2021 Facial Expression Recognition in the Wild via Deep Attentive Center Loss WACV 2021 Faster Binary Embeddings for Preserving Euclidean Distances ICLR 2021 Fast Multi-label Learning IJCAI 2021 Filtered Inner Product Projection for Crosslingual Embedding Alignment ICLR 2021 Fold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design ICML 2021 FRILL: A Non-Semantic Speech Embedding for Mobile Devices Interspeech 2021 GAN-Control: Explicitly Controllable GANs ICCV 2021 Gender Bias Hidden Behind Chinese Word Embeddings: The Case of Chinese Adjectives ACL 2021 Generalization Bounds for Graph Embedding Using Negative Sampling: Linear vs Hyperbolic NeurIPS 2021