"embedding models" Papers

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Analyzing Similarity Metrics for Data Selection for Language Model Pretraining

Dylan Sam, Ayan Chakrabarti, Afshin Rostamizadeh et al.

NEURIPS 2025arXiv:2502.02494
1
citations

Embeddings as Probabilistic Equivalence in Logic Programs

Jaron Maene, Efthymia Tsamoura

NEURIPS 2025

Learning Task-Agnostic Representations through Multi-Teacher Distillation

Philippe Formont, Maxime Darrin, Banafsheh Karimian et al.

NEURIPS 2025arXiv:2510.18680

Making Text Embedders Few-Shot Learners

Chaofan Li, Minghao Qin, Shitao Xiao et al.

ICLR 2025arXiv:2409.15700
89
citations

RouterRetriever: Routing over a Mixture of Expert Embedding Models

Hyunji Lee, Luca Soldaini, Arman Cohan et al.

AAAI 2025paperarXiv:2409.02685
6
citations

Your Mixture-of-Experts LLM Is Secretly an Embedding Model for Free

Ziyue Li, Tianyi Zhou

ICLR 2025arXiv:2410.10814
29
citations