Embedding Learning

Meta-OLE: Meta-Learned Orthogonal Low-Rank Embedding WACV 2023 METAPROBE: A Representation- and Task-Agnostic Probe EMNLP 2023 Model-enhanced Vector Index NeurIPS 2023 mOKB6: A Multilingual Open Knowledge Base Completion Benchmark ACL 2023 Molecule Design by Latent Space Energy-Based Modeling and Gradual Distribution Shifting UAI 2023 MTEB: Massive Text Embedding Benchmark EACL 2023 Multi-Dialectal Representation Learning of Sinitic Phonology ACL 2023 Multilateral Semantic Relations Modeling for Image Text Retrieval CVPR 2023 Multi-Relational Probabilistic Event Representation Learning via Projected Gaussian Embedding ACL 2023 Multi-source Learning via Completion of Block-wise Overlapping Noisy Matrices JMLR 2023 Multi-view Contrastive Learning for Entity Typing over Knowledge Graphs EMNLP 2023 Mutual Information-based Embedding Decoupling for Generalizable Speaker Verification Interspeech 2023 NAPReg: Nouns As Proxies Regularization for Semantically Aware Cross-Modal Embeddings WACV 2023 Narrative Cloze as a Training Objective: Towards Modeling Stories Using Narrative Chain Embeddings ACL 2023 Neural Bregman Divergences for Distance Learning ICLR 2023 Neural Intrinsic Embedding for Non-Rigid Point Cloud Matching CVPR 2023 NeuSE: Neural SE(3)-Equivariant Embedding for Consistent Spatial Understanding with Objects RSS 2023 Next POI Recommendation with Dynamic Graph and Explicit Dependency AAAI 2023 Node Embedding from Neural Hamiltonian Orbits in Graph Neural Networks ICML 2023 Node Placement in Argument Maps: Modeling Unidirectional Relations in High & Low-Resource Scenarios ACL 2023 Noether Embedding: Efficient Learning of Temporal Regularities NeurIPS 2023 Norm of Word Embedding Encodes Information Gain EMNLP 2023 Nugget: Neural Agglomerative Embeddings of Text ICML 2023 Open Anomalous Trajectory Recognition via Probabilistic Metric Learning IJCAI 2023 Open Information Extraction via Chunks EMNLP 2023