Embedding Learning

Node Identifiers: Compact, Discrete Representations for Efficient Graph Learning ICLR 2025 Node Similarities under Random Projections: Limits and Pathological Cases ICLR 2025 Nonlinear Sequence Embedding by Monotone Variational Inequality ICLR 2025 Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models CVPR 2025 NUDGE: Lightweight Non-Parametric Fine-Tuning of Embeddings for Retrieval ICLR 2025 NUST Omega at RIRAG 2025: Investigating Context-aware Retrieval and Answer Generations-Lessons and Challenges COLING 2025 NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models ICLR 2025 OASIS: Order-Augmented Strategy for Improved Code Search ACL 2025 OLMoE: Open Mixture-of-Experts Language Models ICLR 2025 Omni-ID: Holistic Identity Representation Designed for Generative Tasks CVPR 2025 On Conformal Isometry of Grid Cells: Learning Distance-Preserving Position Embedding ICLR 2025 One Encoder to Rule them All: Representation Learning for Model-free Visual Reinforcement Learning using Fourier Neural Operators ICCV 2025 On Entity Identification in Language Models ACL 2025 On the Correspondence between the Squared Norm and Information Content in Text Embeddings EMNLP 2025 On the Relation Between Fine-Tuning, Topological Properties, and Task Performance in Sense-Enhanced Embeddings ACL 2025 Operational Advice for Dense and Sparse Retrievers: HNSW, Flat, or Inverted Indexes? ACL 2025 Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval ACL 2025 Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering ACL 2025 Parameter-Aware Contrastive Knowledge Editing: Tracing and Rectifying based on Critical Transmission Paths ACL 2025 PARSE: LLM Driven Schema Optimization for Reliable Entity Extraction EMNLP 2025 Partial Colexifications Improve Concept Embeddings ACL 2025 pEBR: A Probabilistic Approach to Embedding Based Retrieval EMNLP 2025 Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement COLING 2025 PhyloLM: Inferring the Phylogeny of Large Language Models and Predicting their Performances in Benchmarks ICLR 2025 PieClam: A Universal Graph Autoencoder Based on Overlapping Inclusive and Exclusive Communities ICML 2025