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Embedding Learning

3751 directly classified papers

Papers per year

Papers

GSID: Generative Semantic Indexing for E-Commerce Product Understanding EMNLP 2025
Rethinking Smoothness for Fast and Adaptable Entity Alignment Decoding NAACL 2025
Challenging Assumptions in Learning Generic Text Style Embeddings NAACL 2025
Harmonizing Diverse Models: A Layer-wise Merging Strategy for Consistent Generation EMNLP 2025
Developing Generative Recommender Systems for Government Subsidy Pro-Grams with a New RQ-VAE Model: Wello & the Korean Government Case AAAI 2025
Highly Efficient Rotation-Invariant Spectral Embedding for Scalable Incomplete Multi-View Clustering AAAI 2025
Learning Together Securely: Prototype-Based Federated Multi-Modal Hashing for Safe and Efficient Multi-Modal Retrieval AAAI 2025
Contrastive Learning Using Graph Embeddings for Domain Adaptation of Language Models in the Process Industry EMNLP 2025
Revisiting Cosine Similarity via Normalized ICA-transformed Embeddings COLING 2025
PARSE: LLM Driven Schema Optimization for Reliable Entity Extraction EMNLP 2025
On the Correspondence between the Squared Norm and Information Content in Text Embeddings EMNLP 2025
GEAR: A Simple GENERATE, EMBED, AVERAGE AND RANK Approach for Unsupervised Reverse Dictionary COLING 2025
SpaGBOL: Spatial-Graph-Based Orientated Localisation WACV 2025
Mind the Gap: Gender-based Differences in Occupational Embeddings ACL 2025
StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples NAACL 2025
Multi-view-guided Passage Reranking with Large Language Models EMNLP 2025
Do We Really Need All Those Dimensions? An Intrinsic Evaluation Framework for Compressed Embeddings EMNLP 2025
Swan and ArabicMTEB: Dialect-Aware, Arabic-Centric, Cross-Lingual, and Cross-Cultural Embedding Models and Benchmarks NAACL 2025
Divide, Link, and Conquer: Recall-oriented Schema Linking for NL-to-SQL via Question Decomposition EMNLP 2025
LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation EMNLP 2025
Seeking Proxy Point via Stable Feature Space for Noisy Correspondence Learning IJCAI 2025
Towards Ancient Meroitic Decipherment: A Computational Approach NAACL 2025
Endogenous Recovery via Within-modality Prototypes for Incomplete Multimodal Hashing IJCAI 2025
Learning on Model Weights using Tree Experts CVPR 2025
Adaptive Wavelet-Positional Encoding for High-Frequency Information Learning in Implicit Neural Representation AAAI 2025