Embedding Learning

Conan-Embedding-v2: Training an LLM from Scratch for Text Embeddings EMNLP 2025 ConText-CIR: Learning from Concepts in Text for Composed Image Retrieval CVPR 2025 Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings EMNLP 2025 Contrastive Learning Using Graph Embeddings for Domain Adaptation of Language Models in the Process Industry EMNLP 2025 Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time Steering ACL 2025 Controllable Clustering with LLM-driven Embeddings EMNLP 2025 CoRAC: Integrating Selective API Document Retrieval with Question Semantic Intent for Code Question Answering NAACL 2025 CoRe: Context-Regularized Text Embedding Learning for Text-to-Image Personalization AAAI 2025 CoRet: Improved Retriever for Code Editing ACL 2025 CoVE: Compressed Vocabulary Expansion Makes Better LLM-based Recommender Systems ACL 2025 Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity ACL 2025 Croppable Knowledge Graph Embedding ACL 2025 Cross-City Latent Space Alignment for Consistency Region Embedding ICML 2025 Cross-Lingual Document Recommendations with Transformer-Based Representations: Evaluating Multilingual Models and Mapping Techniques COLING 2025 CSA: Data-efficient Mapping of Unimodal Features to Multimodal Features ICLR 2025 CUNI-a at ArchEHR-QA 2025: Do we need Giant LLMs for Clinical QA? ACL 2025 CusConcept: Customized Visual Concept Decomposition with Diffusion Models WACV 2025 DALR: Dual-level Alignment Learning for Multimodal Sentence Representation Learning ACL 2025 Database-Augmented Query Representation for Information Retrieval EMNLP 2025 Debiasing Static Embeddings for Hate Speech Detection ACL 2025 DeepRTL2: A Versatile Model for RTL-Related Tasks ACL 2025 Demonstrating Shared Force-Language Embeddings for Natural Human-Robot Communication RSS 2025 Dense Retrieval with Quantity Comparison Intent ACL 2025 Detecting Bias and Intersectional Bias in Italian Word Embeddings and Language Models ACL 2025 Developing Generative Recommender Systems for Government Subsidy Pro-Grams with a New RQ-VAE Model: Wello & the Korean Government Case AAAI 2025