Embedding Learning

Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones NeurIPS 2021 Modeling Transitions of Focal Entities for Conversational Knowledge Base Question Answering ACL 2021 Monitoring geometrical properties of word embeddings for detecting the emergence of new topics. EMNLP 2021 Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval EMNLP 2021 Multi-Adversarial Learning for Cross-Lingual Word Embeddings NAACL 2021 Multi-Dimensional Classification via Sparse Label Encoding ICML 2021 Multifaceted Domain-Specific Document Embeddings NAACL 2021 Multi-facet Universal Schema EACL 2021 Multimodal and Multilingual Embeddings for Large-Scale Speech Mining NeurIPS 2021 Multi-source Neural Topic Modeling in Multi-view Embedding Spaces NAACL 2021 Multi-task Learning Using a Combination of Contextualised and Static Word Embeddings for Arabic Sarcasm Detection and Sentiment Analysis EACL 2021 Multi-Task Neural Network for Robust Multiple Speaker Embedding Extraction Interspeech 2021 Multi-View Information-Bottleneck Representation Learning AAAI 2021 Nearest Neighbor Classifier Embedded Network for Active Learning AAAI 2021 Near-Optimal Representation Learning for Linear Bandits and Linear RL ICML 2021 NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections CVPR 2021 Nested Barycentric Coordinate System as an Explicit Feature Map AISTATS 2021 Neural Distance Embeddings for Biological Sequences NeurIPS 2021 Neural Parts: Learning Expressive 3D Shape Abstractions With Invertible Neural Networks CVPR 2021 Neural Sentence Ordering Based on Constraint Graphs AAAI 2021 NeuroMLR: Robust & Reliable Route Recommendation on Road Networks NeurIPS 2021 Non-Complementarity of Information in Word-Embedding and Brain Representations in Distinguishing between Concrete and Abstract Words NAACL 2021 Non-linear, Sparse Dimensionality Reduction via Path Lasso Penalized Autoencoders JMLR 2021 Non-Parallel Any-to-Many Voice Conversion by Replacing Speaker Statistics Interspeech 2021 Norm-guided Adaptive Visual Embedding for Zero-Shot Sketch-Based Image Retrieval IJCAI 2021