Embedding Learning

HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph COLING 2022 Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization AAAI 2022 Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction CVPR 2022 Hierarchical Proxy-Based Loss for Deep Metric Learning WACV 2022 Holistic Sentence Embeddings for Better Out-of-Distribution Detection EMNLP 2022 HousE: Knowledge Graph Embedding with Householder Parameterization ICML 2022 How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View AAAI 2022 How to encode arbitrarily complex morphology in word embeddings, no corpus needed COLING 2022 How to Represent Context Better? An Empirical Study on Context Modeling for Multi-turn Response Selection EMNLP 2022 Hub-Pathway: Transfer Learning from A Hub of Pre-trained Models NeurIPS 2022 Hyperbolic Disentangled Representation for Fine-Grained Aspect Extraction AAAI 2022 Hyperbolic Embedding Inference for Structured Multi-Label Prediction NeurIPS 2022 Hyperbolic Relevance Matching for Neural Keyphrase Extraction NAACL 2022 HyperInverter: Improving StyleGAN Inversion via Hypernetwork CVPR 2022 HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding NeurIPS 2022 Hyper-Representations as Generative Models: Sampling Unseen Neural Network Weights NeurIPS 2022 ICDBigBird: A Contextual Embedding Model for ICD Code Classification ACL 2022 Identifying Ambiguous Similarity Conditions via Semantic Matching CVPR 2022 IITR CodeBusters at SemEval-2022 Task 5: Misogyny Identification using Transformers SemEval 2022 Improved analysis of randomized SVD for top-eigenvector approximation AISTATS 2022 Improving compositional generalization for multi-step quantitative reasoning in question answering EMNLP 2022 Improving Embeddings Representations for Comparing Higher Education Curricula: A Use Case in Computing EMNLP 2022 Improving the Effectiveness and Efficiency of Stochastic Neighbour Embedding with Isolation Kernel (Extended Abstract) IJCAI 2022 Improving Visual Speech Enhancement Network by Learning Audio-visual Affinity with Multi-head Attention Interspeech 2022 Improving Voice Trigger Detection with Metric Learning Interspeech 2022