Embedding Learning

Retrieving Argument Graphs Using Vision Transformers ACL 2025 Revisiting Cosine Similarity via Normalized ICA-transformed Embeddings COLING 2025 Revisiting Word Embeddings in the LLM Era IJCNLP 2025 Robust Detection of Persuasion Techniques in Slavic Languages via Multitask Debiasing and Walking Embeddings ACL 2025 RouterRetriever: Routing over a Mixture of Expert Embedding Models AAAI 2025 RSCF: Relation-Semantics Consistent Filter for Entity Embedding of Knowledge Graph ACL 2025 S2WTM: Spherical Sliced-Wasserstein Autoencoder for Topic Modeling ACL 2025 SaCa: A Highly Compatible Reinforcing Framework for Knowledge Graph Embedding via Structural Pattern Contrast EMNLP 2025 SAG: Enhancing Domain-Specific Information Retrieval with Semantic-Augmented Graphs EMNLP 2025 SALE-MLP: Structure Aware Latent Embeddings for GNN to Graph-free MLP Distillation IJCAI 2025 Scalable Universal T-Cell Receptor Embeddings from Adaptive Immune Repertoires ICLR 2025 SCDTour: Embedding Axis Ordering and Merging for Interpretable Semantic Change Detection EMNLP 2025 Sci-LoRA: Mixture of Scientific LoRAs for Cross-Domain Lay Paraphrasing ACL 2025 ScoreNet: Consistency-driven Framework with Multi-side Information Fusion for Session-based Recommendation AAAI 2025 SCV: Light and Effective Multi-Vector Retrieval with Sequence Compressive Vectors COLING 2025 Search Query Embeddings via User-behavior-driven Contrastive Learning NAACL 2025 Seeing Through Words, Speaking Through Pixels: Deep Representational Alignment Between Vision and Language Models EMNLP 2025 Seeking Proxy Point via Stable Feature Space for Noisy Correspondence Learning IJCAI 2025 SEE: Spherical Embedding Expansion for Improving Deep Metric Learning (Extended Abstract) IJCAI 2025 Self-Organizing Visual Prototypes for Non-Parametric Representation Learning ICML 2025 Self-Supervised Incremental Learning of Object Representations from Arbitrary Image Sets WACV 2025 SemAlign3D: Semantic Correspondence between RGB-Images through Aligning 3D Object-Class Representations CVPR 2025 Semantic Networks Extracted from Students’ Think-Aloud Data are Correlated with Students’ Learning Performance EMNLP 2025 Semi-Parametric Retrieval via Binary Bag-of-Tokens Index ICLR 2025 Sentence-Alignment in Semi-parallel Datasets NAACL 2025