MongoDB research papers

Company · 2 papers · 0 citations · latest Sep 2025 1 year ago

2 of 2 papers, newest first

Date	Paper	Topic	Citations
Sep 16, 20251 year ago	LEAF: Knowledge Distillation of Text Embedding Models with Teacher-Aligned RepresentationsLEAF, a knowledge distillation framework for text embeddings, enables flexible asymmetric architectures and robustness, achieving state-of-the-art performance in information retrieval and multi-task settings with minimal training requirements.Retrieval and data · Sep 20251 year ago	Retrieval and data	-
Dec 23, 20241 year ago	ORIGAMI: A generative transformer architecture for predictions from semi-structured dataA transformer that learns directly from nested JSON documents, treating prediction as next-token generation, and stays competitive on tabular benchmarks.Architectures · Dec 20241 year ago	Architectures	-

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Topics: Retrieval and data 1, Architectures 1

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