
Julian Killingback
@julian_a42f9a
PhD Student at UMass Amherst working on Information Retrieval and Natural Language Processing
ID: 1887971575099703298
07-02-2025 21:08:22
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40 Followers
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Hypencoder: Hypernetworks for Information Retrieval Introduces a novel neural network architecture that produces small query-dependent networks for ranking, while being fast enough to search 8.8M documents in 60ms. 📝arxiv.org/abs/2502.05364 👨🏽‍💻github.com/jfkback/hypenc…


Scaling Sparse and Dense Retrieval in Decoder-Only LLMs Hansi Zeng et al investigate how different retrieval paradigms scale with larger models, showing sparse retrieval consistently outperforms dense retrieval while demonstrating better generalization 📝arxiv.org/abs/2502.15526

