Large language models, such as OpenAI's codex and Deepmind's AlphaCode, can
generate code to solve a variety of problems expressed in natural language. This …

Spreadsheets are very common for information processing to support decision making by
both professional developers and non-technical end users. Moreover, business intelligence …

Despite efforts to augment or replace the 2-dimensional spreadsheet grid with formal data
structures such as arrays and tables to ease formula authoring and reduce errors, the …

Writing formulas on the spreadsheet grid is arguably the most widely practiced form of
programming. Still, studies highlight the difficulties experienced by end-user programmers …

We present a new approach to the type inference problem for dynamic languages. Our goal
is to combine\emph {logical} constraints, that is, deterministic information from a type system …

Data wrangling tasks such as obtaining and linking data from various sources, transforming
data formats, and correcting erroneous records, can constitute up to 80% of typical data …

Recent enhancements to the spreadsheet formula language and intelligent spreadsheet
interfaces allow spreadsheet users to build more complex spreadsheets in systematic ways …

Generative AI tools can help users with many tasks. One such task is data analysis, which is
notoriously challenging for non-expert end-users due to its expertise requirements, and …

Context: Tables are ubiquitous formats for data. Therefore, techniques for writing correct
programs over tables, and debugging incorrect ones, are vital. Our specific focus in this …

Large language models (LLMs) are rapidly replacing help forums like StackOverflow, and
are especially helpful for non-professional programmers and end users. These users are …