embedding learning

609 papers

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Co-occurring keywords

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

TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value Identification ACL 2025

Sentiment Analysis of Arabic Tweets Using Large Language Models COLING 2025

Redundancy, Isotropy, and Intrinsic Dimensionality of Prompt-based Text Embeddings ACL 2025

LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients EMNLP 2025

BASIC: Boosting Visual Alignment with Intrinsic Refined Embeddings in Multimodal Large Language Models ICCV 2025

jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Retrieval EMNLP 2025

Improving Clustering with Positive Pairs Generated from LLM-Driven Labels EMNLP 2025

Latent Inter-User Difference Modeling for LLM Personalization EMNLP 2025

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models ACL 2025

Prototypes are Balanced Units for Efficient and Effective Partially Relevant Video Retrieval ICCV 2025

CaseReportCollective: A Large-Scale LLM-Extracted Dataset for Structured Medical Case Reports ACL 2025

Agreement aware and dissimilarity oriented GLOM ICCV 2025

Representation Learning Based Predicate Invention on Knowledge Graphs AAAI 2025

Generalized Embedding Models for Industry 4.0 Applications EMNLP 2025

Addressing Cold-Start Problem in Click-Through Rate Prediction via Supervised Diffusion Modeling AAAI 2025

Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization AAAI 2025

Memory Tokens: Large Language Models Can Generate Reversible Sentence Embeddings ACL 2025

Wikivecs: A Fully Reproducible Vectorization of Multilingual Wikipedia ACL 2025

IRSum: One Model to Rule Summarization and Retrieval ACL 2025

Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation ACL 2025

Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering ACL 2025

nlptuducd at SemEval-2025 Task 10: Narrative Classification as a Retrieval Task through Story Embeddings ACL 2025

mRNA2vec: mRNA Embedding with Language Model in the 5'UTR-CDS for mRNA Design AAAI 2025

Embeddings for Numerical Features Using tanh Activation ACL 2025

On the Relation Between Fine-Tuning, Topological Properties, and Task Performance in Sense-Enhanced Embeddings ACL 2025