Nature

Non-Binary LDPC Code Decoding Algorithms

Non-binary low-density parity-check (LDPC) codes extend conventional binary LDPC schemes by operating over larger Galois fields, affording stronger error-correction ...
GitHub

CodeGuard+: Constrained Decoding for Secure Code Generation

There is a disconnection between benchmarks for Code LLMs that evaluate the security and those that assess correctness. Existing benchmarks, like HumanEval and MBPP only evaluate the correctness, ...
The Hindu

Decoding the code

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 ...
marktechpost

Meet SynCode: A Novel Machine Learning Framework for Efficient and General Syntactical Decoding of Code with Large Language Models (LLMs)

In recent research, a team of researchers has introduced SynCode, a versatile and efficient approach for generating syntactically accurate code across various programming languages. SynCode works with ...
IEEE

Low complexity successive cancellation list decoding of U-UV codes

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 ...
syncedreview

Decoding Code Execution: How DeepMind’s NExT Empowers AI Reasoning

In recent years, there has been a surge in the development of large language models (LLMs) tailored for code-related tasks. These LLMs have shown remarkable proficiency in aiding developers with tasks ...