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

Investigating Multi-layer Representations for Dense Passage Retrieval EMNLP 2025

LangBridge: Interpreting Image as a Combination of Language Embeddings ICCV 2025

PyTorch-Lifestream: Learning Embeddings on Discrete Event Sequences IJCAI 2025

MAD Speech: Measures of Acoustic Diversity of Speech NAACL 2025

Multimodal Fact-Checking with Vision Language Models: A Probing Classifier based Solution with Embedding Strategies COLING 2025

Omni-ID: Holistic Identity Representation Designed for Generative Tasks CVPR 2025

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

Wikivecs: A Fully Reproducible Vectorization of Multilingual Wikipedia ACL 2025

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

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

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

Long-Term EEG Partitioning for Seizure Onset Detection AAAI 2025

Transfer of Structural Knowledge from Synthetic Languages ACL 2025

LIMICS at ArchEHR-QA 2025: Prompting LLMs Beats Fine-Tuned Embeddings ACL 2025

On Entity Identification in Language Models ACL 2025

TimeCHEAT: A Channel Harmony Strategy for Irregularly Sampled Multivariate Time Series Analysis AAAI 2025

Rank-Awareness and Angular Constraints: A New Perspective on Learning Sentence Embeddings from NLI Data EMNLP 2025

Mapping Cross-Lingual Sentence Representations for Low-Resource Language Pairs Using Pre-trained Language Models COLING 2025

Exploring the Hidden Capacity of LLMs for One-Step Text Generation EMNLP 2025

Towards Global-Topology Relation Graph for Inductive Knowledge Graph Completion AAAI 2025

When Should Dense Retrievers Be Updated in Evolving Corpora? Detecting Out-of-Distribution Corpora Using GradNormIR ACL 2025

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

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

Embeddings for Numerical Features Using tanh Activation ACL 2025

HoVLE: Unleashing the Power of Monolithic Vision-Language Models with Holistic Vision-Language Embedding CVPR 2025