Embedding Learning

Memory Tokens: Large Language Models Can Generate Reversible Sentence Embeddings ACL 2025 Metapath and Hypergraph Structure-based Multi-Channel Graph Contrastive Learning for Student Performance Prediction IJCAI 2025 Meta-Reinforcement Learning with Adaptation from Human Feedback via Preference-Order-Preserving Task Embedding ICML 2025 Metric Embeddings Beyond Bi-Lipschitz Distortion via Sherali-Adams COLT 2025 MIEB: Massive Image Embedding Benchmark ICCV 2025 Mind the Gap: Gender-based Differences in Occupational Embeddings ACL 2025 MIR: Methodology Inspiration Retrieval for Scientific Research Problems ACL 2025 Mitigating Local Cohesion and Global Sparseness in Graph Contrastive Learning with Fuzzy Boundaries ICML 2025 Mixed-Curvature Multi-Modal Knowledge Graph Completion AAAI 2025 mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data ACL 2025 Modeling Complex Semantics Relation with Contrastively Fine-Tuned Relational Encoders ACL 2025 Modular Sentence Encoders: Separating Language Specialization from Cross-Lingual Alignment ACL 2025 MoRE: A Mixture of Low-Rank Experts for Adaptive Multi-Task Learning ACL 2025 mRNA2vec: mRNA Embedding with Language Model in the 5'UTR-CDS for mRNA Design AAAI 2025 mStyleDistance: Multilingual Style Embeddings and their Evaluation ACL 2025 Multi-Facet Blending for Faceted Query-by-Example Retrieval ACL 2025 Multimodal Fact-Checking with Vision Language Models: A Probing Classifier based Solution with Embedding Strategies COLING 2025 Multi-Sense Embeddings for Language Models and Knowledge Distillation ACL 2025 Multi-view-guided Passage Reranking with Large Language Models EMNLP 2025 Multi-word Measures: Modeling Semantic Change in Compound Nouns ACL 2025 NAT: Learning to Attack Neurons for Enhanced Adversarial Transferability WACV 2025 Negative Matters: Multi-Granularity Hard-Negative Synthesis and Anchor-Token-Aware Pooling for Enhanced Text Embeddings ACL 2025 NER Retriever: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings EMNLP 2025 Neural Spacetimes for DAG Representation Learning ICLR 2025 nlptuducd at SemEval-2025 Task 10: Narrative Classification as a Retrieval Task through Story Embeddings SemEval 2025