Embedding Learning

Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence ACL 2023 Sentiment Analysis using the Relationship between Users and Products ACL 2023 Shrinking Embeddings for Hyper-Relational Knowledge Graphs ACL 2023 SigMaNet: One Laplacian to Rule Them All AAAI 2023 Simple and Efficient Heterogeneous Graph Neural Network AAAI 2023 Simplicial Embeddings in Self-Supervised Learning and Downstream Classification ICLR 2023 Simplify: Automatic Arabic Sentence Simplification using Word Embeddings EMNLP 2023 SketchInverter: Multi-Class Sketch-Based Image Generation via GAN Inversion WACV 2023 Small Transformers Compute Universal Metric Embeddings JMLR 2023 SNEkhorn: Dimension Reduction with Symmetric Entropic Affinities NeurIPS 2023 Solving Cosine Similarity Underestimation between High Frequency Words by ℓ2 Norm Discounting ACL 2023 Solving Hard Analogy Questions with Relation Embedding Chains EMNLP 2023 Spacetime Representation Learning ICLR 2023 Speaker Verification Across Ages: Investigating Deep Speaker Embedding Sensitivity to Age Mismatch in Enrollment and Test Speech Interspeech 2023 SpellMapper: A non-autoregressive neural spellchecker for ASR customization with candidate retrieval based on n-gram mappings Interspeech 2023 Stanford MLab at SemEval-2023 Task 10: Exploring GloVe- and Transformer-Based Methods for the Explainable Detection of Online Sexism SemEval 2023 Strong and Efficient Baselines for Open Domain Conversational Question Answering EMNLP 2023 Structure of Nonlinear Node Embeddings in Stochastic Block Models AISTATS 2023 Studying the Effect of GNN Spatial Convolutions On The Embedding Space’s Geometry UAI 2023 SwAMP: Swapped Assignment of Multi-Modal Pairs for Cross-Modal Retrieval AISTATS 2023 TeAST: Temporal Knowledge Graph Embedding via Archimedean Spiral Timeline ACL 2023 Temporally Aligning Long Audio Interviews with Questions: A Case Study in Multimodal Data Integration IJCAI 2023 TensorNet: Cartesian Tensor Representations for Efficient Learning of Molecular Potentials NeurIPS 2023 Text Only Domain Adaptation with Phoneme Guided Data Splicing for End-to-End Speech Recognition Interspeech 2023 Text-Video Retrieval with Disentangled Conceptualization and Set-to-Set Alignment IJCAI 2023