Embedding Learning

Unsupervised Learning of Object-Centric Embeddings for Cell Instance Segmentation in Microscopy Images ICCV 2023 Unsupervised Semantic Variation Prediction using the Distribution of Sibling Embeddings ACL 2023 Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings and the Defense AAAI 2023 User-Controllable Arbitrary Style Transfer via Entropy Regularization AAAI 2023 UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction NeurIPS 2023 UWB at Arabic Reverse Dictionary shared task: Computing the meaning of a gloss EMNLP 2023 Visually-Enhanced Phrase Understanding ACL 2023 WalkLM: A Uniform Language Model Fine-tuning Framework for Attributed Graph Embedding NeurIPS 2023 What Are You Token About? Dense Retrieval as Distributions Over the Vocabulary ACL 2023 What Makes Entities Similar? A Similarity Flooding Perspective for Multi-sourced Knowledge Graph Embeddings ICML 2023 When Locally Linear Embedding Hits Boundary JMLR 2023 “When Words Fail, Emojis Prevail”: A Novel Architecture for Generating Sarcastic Sentences With Emoji Using Valence Reversal and Semantic Incongruity ACL 2023 WizMap: Scalable Interactive Visualization for Exploring Large Machine Learning Embeddings ACL 2023 Words as Gatekeepers: Measuring Discipline-specific Terms and Meanings in Scholarly Publications ACL 2023 XL-LEXEME: WiC Pretrained Model for Cross-Lingual LEXical sEMantic changE ACL 2023 You Are What You Annotate: Towards Better Models through Annotator Representations EMNLP 2023 A Comparative Study on Word Embeddings and Social NLP Tasks NAACL 2022 Acoustic Feature Shuffling Network for Text-independent Speaker Verification Interspeech 2022 Action-Aware Embedding Enhancement for Image-Text Retrieval AAAI 2022 Adaptive Graph Convolutional Network for Knowledge Graph Entity Alignment EMNLP 2022 Adaptive Poincaré Point to Set Distance for Few-Shot Classification AAAI 2022 A Differentiable Semantic Metric Approximation in Probabilistic Embedding for Cross-Modal Retrieval NeurIPS 2022 Affective Retrofitted Word Embeddings AACL 2022 A Framework for Adapting Pre-Trained Language Models to Knowledge Graph Completion EMNLP 2022 AirObject: A Temporally Evolving Graph Embedding for Object Identification CVPR 2022