Embedding Learning

RulE: Knowledge Graph Reasoning with Rule Embedding ACL 2024 Sample Efficient Learning of Factored Embeddings of Tensor Fields AISTATS 2024 Sample-Efficient Personalization: Modeling User Parameters as Low Rank Plus Sparse Components AISTATS 2024 Scaling Laws for Associative Memories ICLR 2024 Scaling Retrieval-Based Language Models with a Trillion-Token Datastore NeurIPS 2024 Scaling Sentence Embeddings with Large Language Models EMNLP 2024 Search-Adaptor: Embedding Customization for Information Retrieval ACL 2024 Self-Knowledge Distillation for Knowledge Graph Embedding COLING 2024 Self-StrAE at SemEval-2024 Task 1: Making Self-Structuring AutoEncoders Learn More With Less SemEval 2024 Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels NeurIPS 2024 Semantic-based NLP techniques discriminate schizophrenia and Wernicke’s aphasia based on spontaneous speech COLING 2024 Semantic Feature Learning for Universal Unsupervised Cross-Domain Retrieval NeurIPS 2024 Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP EMNLP 2024 Semi-Open 3D Object Retrieval via Hierarchical Equilibrium on Hypergraph NeurIPS 2024 Semi-Supervised Segmentation via Embedding Matching MIDL 2024 Set-based Neural Network Encoding Without Weight Tying NeurIPS 2024 Shadow Cones: A Generalized Framework for Partial Order Embeddings ICLR 2024 SimLex-999 for Dutch COLING 2024 Simple and scalable algorithms for cluster-aware precision medicine AISTATS 2024 Single-Model and Any-Modality for Video Object Tracking CVPR 2024 SLoSH: Set Locality Sensitive Hashing via Sliced-Wasserstein Embeddings WACV 2024 SnapKV: LLM Knows What You are Looking for Before Generation NeurIPS 2024 Soft Knowledge Prompt: Help External Knowledge Become a Better Teacher to Instruct LLM in Knowledge-based VQA ACL 2024 Some Like It Small: Czech Semantic Embedding Models for Industry Applications AAAI 2024 Space Decomposition for Sentence Embedding ACL 2024