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Thong Nguyen

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Don't Read Everything: A Curvature-Conditioned Query for Linear Attention

Curvature-Conditioned Query modifies only the read step and is composable with any linear-attention backbone, and improves perplexity, zero-shot downstream accuracy, S-NIAH retrieval at and beyond the training context, length-extrapolation perplexity from 4K to 20K, and LongBench accuracy.

D. Le, Thong Nguyen, Cong-Duy Nguyen et al. · 1 citation
Book Open access Jul 2026

Better than Dense? Investigating the Natural Backward Compatibility of Learned Sparse Representations

This work investigates whether Learned Sparse Retrieval (LSR) can mitigate this backward compatibility issue, and explores lightweight query adaptation methods including ranking fusion, representation fusion, and minimal-training adapters to further improve compatibility.

Jingfen Qiao, Gabrielle Poerwawinata, Thong Nguyen et al. · 0 citations

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