Abstract: Large language models (LLMs) play a crucial role in intelligent code generation tasks. Most existing work focuses on pretraining or fine-tuning specialized code LLMs, e.g., CodeLlama.

Code can be thought of as a highly specialised language that empowers us to communicate with computers and other machines. It represents a carefully crafted set of rules and instructions that dictate ...

Results are from balanced mode. SNR is measured over a 2500 Hz bandwidth. Error rate is reported as CER (Character Error Rate), defined as the percentage of inserted ...

The Connectionist Temporal Classification loss. Calculates loss between a continuous (unsegmented) time series and a target sequence. Long Short-Term Memory (LSTM) is a type of Recurrent Neural ...

Abstract: Constituted by BCH component codes and its ordered statistics decoding (OSD), the successive cancellation list (SCL) decoding of U-UV structural codes can provide competent error-correction ...