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embedding learning

609 papers

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representation learning (6174) metric learning (1189) contrastive learning (3979) zero-shot learning (3637) transfer learning (5442) deep metric learning (123) neural network (6616) text classification (6776) image retrieval (599) unsupervised learning (3255)

Papers

Modeling Complex Semantics Relation with Contrastively Fine-Tuned Relational Encoders ACL 2025
Improving Clustering with Positive Pairs Generated from LLM-Driven Labels EMNLP 2025
Representation Learning Based Predicate Invention on Knowledge Graphs AAAI 2025
Addressing Cold-Start Problem in Click-Through Rate Prediction via Supervised Diffusion Modeling AAAI 2025
Sentiment Analysis of Arabic Tweets Using Large Language Models COLING 2025
BASIC: Boosting Visual Alignment with Intrinsic Refined Embeddings in Multimodal Large Language Models ICCV 2025
Integrating Personalized Spatio-Temporal Clustering for Next POI Recommendation AAAI 2025
ARNet: Self-Supervised FG-SBIR with Unified Sample Feature Alignment and Multi-Scale Token Recycling AAAI 2025
Enhancing Discriminative Representation in Similar Relation Clusters for Few-Shot Continual Relation Extraction NAACL 2025
Memory Tokens: Large Language Models Can Generate Reversible Sentence Embeddings ACL 2025
Language Models are Universal Embedders ACL 2025
Redundancy, Isotropy, and Intrinsic Dimensionality of Prompt-based Text Embeddings ACL 2025
ProbMED: A Probabilistic Framework for Medical Multimodal Binding ICCV 2025
Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation NAACL 2025
Improved Near-Duplicate Detection for Aggregated and Paywalled News-Feeds NAACL 2025
Implementing Retrieval Augmented Generation Technique on Unstructured and Structured Data Sources in a Call Center of a Large Financial Institution NAACL 2025
MAD Speech: Measures of Acoustic Diversity of Speech NAACL 2025
VimGeo: Efficient Cross-View Geo-Localization with Vision Mamba Architecture IJCAI 2025
Wikivecs: A Fully Reproducible Vectorization of Multilingual Wikipedia ACL 2025
CateEA: Enhancing Entity Alignment via Implicit Category Supervision COLING 2025
LangBridge: Interpreting Image as a Combination of Language Embeddings ICCV 2025
ATRI: Mitigating Multilingual Audio Text Retrieval Inconsistencies by Reducing Data Distribution Errors ACL 2025
EditCLIP: Representation Learning for Image Editing ICCV 2025
Agreement aware and dissimilarity oriented GLOM ICCV 2025
Unifying Dual-Space Embedding for Entity Alignment via Contrastive Learning COLING 2025