research
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07/27/2023
Scaling TransNormer to 175 Billion Parameters
We present TransNormerLLM, the first linear attention-based Large Langua...
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06/14/2023
Learning to Rank when Grades Matter
Graded labels are ubiquitous in real-world learning-to-rank applications...
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05/08/2023
Toeplitz Neural Network for Sequence Modeling
Sequence modeling has important applications in natural language process...
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11/02/2022
Regression Compatible Listwise Objectives for Calibrated Ranking
As Learning-to-Rank (LTR) approaches primarily seek to improve ranking q...
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10/19/2022
The Devil in Linear Transformer
Linear transformers aim to reduce the quadratic space-time complexity of...
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06/23/2021
