Code Generation
This document serves as an overview of the different mechanisms and areas of governance in the BigCode project. It aims to support …
Despite the huge success of Large Language Models (LLMs) in coding assistants like GitHub Copilot, these models struggle to understand …
The BigCode community, an open-scientific collaboration working on the responsible development of Large Language Models for Code (Code …
We seek to overcome limitations to code retrieval quality posed by the scarcity of data containing pairs of code snippets and natural …
The BigCode project is an open-scientific collaboration working on the responsible development of large language models for code. This …
Large Language Models (LLMs) play an ever-increasing role in the field of Artificial Intelligence (AI)–not only for natural …
This paper explores the capabilities of current transformer-based language models for program evaluation of simple functional …
Large pre-trained language models for textual data have an unconstrained output space; at each decoding step, they can produce any of …
Recent neural text-to-SQL models can effectively translate natural language questions to corresponding SQL queries on unseen databases. …