Embedding Learning

SignRFF: Sign Random Fourier Features NeurIPS 2022 SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval EMNLP 2022 Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning IJCAI 2022 Sinkformers: Transformers with Doubly Stochastic Attention AISTATS 2022 SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction EMNLP 2022 Smoothed Embeddings for Certified Few-Shot Learning NeurIPS 2022 Sort by Structure: Language Model Ranking as Dependency Probing NAACL 2022 SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation EMNLP 2022 SpaceMAP: Visualizing High-Dimensional Data by Space Expansion ICML 2022 Sparse Object-Level Supervision for Instance Segmentation With Pixel Embeddings CVPR 2022 Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs: Let’s Keep It Simple EMNLP 2022 Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning Interspeech 2022 Superclass-Conditional Gaussian Mixture Model For Learning Fine-Grained Embeddings ICLR 2022 Tales and Tropes: Gender Roles from Word Embeddings in a Century of Children’s Books COLING 2022 Team TMA at SemEval-2022 Task 8: Lightweight and Language-Agnostic News Similarity Classifier SemEval 2022 TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion ACL 2022 Temporal Knowledge Graph Completion Using Box Embeddings AAAI 2022 The Document Vectors Using Cosine Similarity Revisited ACL 2022 The Effects of Corpus Choice and Morphosyntax on Multilingual Space Induction EMNLP 2022 The Importance of Being Correlated: Implications of Dependence in Joint Spectral Inference across Multiple Networks JMLR 2022 The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm NeurIPS 2022 Top-N: Equivariant Set and Graph Generation without Exchangeability ICLR 2022 Toward Faithful Case-based Reasoning through Learning Prototypes in a Nearest Neighbor-friendly Space. ICLR 2022 Toward Privacy-preserving Text Embedding Similarity with Homomorphic Encryption EMNLP 2022 Towards efficient representation identification in supervised learning CLeaR 2022