A list of papers and resources dedicated to code generation - LIANGQINGYUAN/awesome_codegeneration.
Mar 9, 2023 · Existing large language model-based code generation pipelines typically use beam search or sampling algorithms during the decoding process.
Mar 30, 2023 · In this paper, we introduce CodeGeeX, a multilingual model with 13 billion parameters for code generation. CodeGeeX is pre-trained on 850 ...
In this paper, we propose a machine learning model to automate the task of writing code by assisting developers in writing individual units of functionality ...
Jul 9, 2023 · In this paper, we introduce a benchmark called CODETASK-. CL that covers a wide range of tasks, includ- ing code generation, translation, ...
Aug 4, 2022 · This review provides a broad and detailed overview of studies for code generation using ML. We selected 37 publications indexed in arXiv and ...
2016. TLDR. This paper presents the first completely datadriven approach for generating high level summaries of source code, which uses Long Short Term Memory ...
Paper collection for LLM code generation. Introduction. Papers. DreamCoder: Bootstrapping Inductive Program Synthesis with Wake-Sleep Library Learning PLDI 2021.
Feb 29, 2024 · This paper makes significant contributions to the code generation problem through the following key findings: 1. Proposing new hybrid models for ...