Embedding Learning

SpeAr: A Spectral Approach for Zero-Shot Node Classification NeurIPS 2024 SpeedE: Euclidean Geometric Knowledge Graph Embedding Strikes Back NAACL 2024 Split-and-Denoise: Protect large language model inference with local differential privacy ICML 2024 Spoken Word2Vec: Learning Skipgram Embeddings from Speech Interspeech 2024 STAGE: Simplified Text-Attributed Graph Embeddings using Pre-trained LLMs ACL 2024 State Representation Learning Using an Unbalanced Atlas ICLR 2024 Stationary Representations: Optimally Approximating Compatibility and Implications for Improved Model Replacements CVPR 2024 STEM: Unleashing the Power of Embeddings for Multi-Task Recommendation AAAI 2024 Story Embeddings — Narrative-Focused Representations of Fictional Stories EMNLP 2024 Subspace Representations for Soft Set Operations and Sentence Similarities NAACL 2024 Successive POI Recommendation via Brain-Inspired Spatiotemporal Aware Representation AAAI 2024 SumCSE: Summary as a transformation for Contrastive Learning NAACL 2024 Survival Kernets: Scalable and Interpretable Deep Kernel Survival Analysis with an Accuracy Guarantee JMLR 2024 SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors NeurIPS 2024 SymTax: Symbiotic Relationship and Taxonomy Fusion for Effective Citation Recommendation ACL 2024 Taming Cross-Domain Representation Variance in Federated Prototype Learning with Heterogeneous Data Domains NeurIPS 2024 Task2Box: Box Embeddings for Modeling Asymmetric Task Relationships CVPR 2024 Taxonomy-guided Semantic Indexing for Academic Paper Search EMNLP 2024 Team AT at SemEval-2024 Task 8: Machine-Generated Text Detection with Semantic Embeddings SemEval 2024 Team MLab at SemEval-2024 Task 8: Analyzing Encoder Embeddings for Detecting LLM-generated Text SemEval 2024 Temporal Knowledge Graph Reasoning with Dynamic Hypergraph Embedding COLING 2024 Text Is MASS: Modeling as Stochastic Embedding for Text-Video Retrieval CVPR 2024 Text-like Encoding of Collaborative Information in Large Language Models for Recommendation ACL 2024 Text Mining at SemEval-2024 Task 1: Evaluating Semantic Textual Relatedness in Low-resource Languages using Various Embedding Methods and Machine Learning Regression Models SemEval 2024 Text-to-Multimodal Retrieval with Bimodal Input Fusion in Shared Cross-Modal Transformer COLING 2024