Embedding Learning

Contrastive Embedding for Generalized Zero-Shot Learning CVPR 2021 Convex Aggregation for Opinion Summarization EMNLP 2021 Convolutional Hypercomplex Embeddings for Link Prediction ACML 2021 Corrected CBOW Performs as well as Skip-gram EMNLP 2021 Counterfactuals to Control Latent Disentangled Text Representations for Style Transfer ACL 2021 Cross-Lingual Word Embedding Refinement by ℓ1 Norm Optimisation NAACL 2021 Cross-View Gait Recognition With Deep Universal Linear Embeddings CVPR 2021 Curvature Generation in Curved Spaces for Few-Shot Learning ICCV 2021 Data Collection vs. Knowledge Graph Completion: What is Needed to Improve Coverage? EMNLP 2021 DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations ACL 2021 Deep Compositional Metric Learning CVPR 2021 Deep kernels with probabilistic embeddings for small-data learning UAI 2021 Deep Relational Metric Learning ICCV 2021 DeepWalking Backwards: From Embeddings Back to Graphs ICML 2021 DefSent: Sentence Embeddings using Definition Sentences ACL 2021 Delving Deep Into Many-to-Many Attention for Few-Shot Video Object Segmentation CVPR 2021 Denoising Word Embeddings by Averaging in a Shared Space ACL 2021 Dense Hierarchical Retrieval for Open-domain Question Answering EMNLP 2021 Dependency parsing with structure preserving embeddings EACL 2021 Deriving Word Vectors from Contextualized Language Models using Topic-Aware Mention Selection ACL 2021 Detecting Contact-Induced Semantic Shifts: What Can Embedding-Based Methods Do in Practice? EMNLP 2021 Detecting Lexical Semantic Change across Corpora with Smooth Manifolds (Student Abstract) AAAI 2021 Detecting Polarized Topics Using Partisanship-aware Contextualized Topic Embeddings EMNLP 2021 Detection of Consonant Errors in Disordered Speech Based on Consonant-Vowel Segment Embedding Interspeech 2021 Dethroning Aristocracy in Graphs via Adversarial Perturbations (Student Abstract) AAAI 2021