Embedding Learning

LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data JMLR 2022 Machines in the media: semantic change in the lexicon of mechanization in 19th-century British newspapers AACL 2022 Masked Prediction: A Parameter Identifiability View NeurIPS 2022 Matryoshka Representation Learning NeurIPS 2022 McPhraSy: Multi-Context Phrase Similarity and Clustering EMNLP 2022 Mean Nyström Embeddings for Adaptive Compressive Learning AISTATS 2022 MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering ACL 2022 Memotion Analysis through the Lens of Joint Embedding (Student Abstract) AAAI 2022 MetricFormer: A Unified Perspective of Correlation Exploring in Similarity Learning NeurIPS 2022 MGAD: Learning Descriptional Representation Distilled from Distributional Semantics for Unseen Entities IJCAI 2022 MIM-DG: Mutual information minimization-based domain generalization for speaker verification Interspeech 2022 MINER: Multi-Interest Matching Network for News Recommendation ACL 2022 Mix-and-Match: Scalable Dialog Response Retrieval using Gaussian Mixture Embeddings EMNLP 2022 MMAN: Metapath Based Multi-Level Graph Attention Networks for Heterogeneous Network Embedding (Student Abstract) AAAI 2022 Modeling Label Space Interactions in Multi-label Classification using Box Embeddings ICLR 2022 Modeling Transitivity and Cyclicity in Directed Graphs via Binary Code Box Embeddings NeurIPS 2022 Modelling Commonsense Properties Using Pre-Trained Bi-Encoders COLING 2022 Multi-Graph Fusion Networks for Urban Region Embedding IJCAI 2022 Multimodal Knowledge Learning for Named Entity Disambiguation EMNLP 2022 Multi-Vector Embedding on Networks with Taxonomies IJCAI 2022 Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity NAACL 2022 Multi-View Document Representation Learning for Open-Domain Dense Retrieval ACL 2022 Multi-View Visual Semantic Embedding IJCAI 2022 NAIST-NICT-TIT WMT22 General MT Task Submission EMNLP 2022 Near-Isometric Properties of Kronecker-Structured Random Tensor Embeddings NeurIPS 2022