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08/01/2023
CodeBPE: Investigating Subtokenization Options for Large Language Model Pretraining on Source Code
Recent works have widely adopted large language model pretraining for so...
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01/09/2023
SantaCoder: don't reach for the stars!
The BigCode project is an open-scientific collaboration working on the r...
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02/16/2022
Probing Pretrained Models of Source Code
Deep learning models are widely used for solving challenging code proces...
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12/29/2021
Machine Learning Methods for Spectral Efficiency Prediction in Massive MIMO Systems
Channel decoding, channel detection, channel assessment, and resource ma...
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07/28/2021
Finding Better Precoding in Massive MIMO using Optimization Approach
The paper studies the multi-user precoding problem as a non-convex optim...
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07/02/2021
Adaptive Regularized Zero-Forcing Beamforming in Massive MIMO with Multi-Antenna Users
Modern wireless cellular networks use massive multiple-input multiple-ou...
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10/23/2020
A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Source Code
There is an emerging interest in the application of deep learning models...
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10/15/2020