Large language models (LLMs) support data analysis through conversational user
interfaces, as exemplified in OpenAI's ChatGPT (formally known as Advanced Data Analysis …

Spreadsheets are characterized by their extensive two-dimensional grids, flexible layouts,
and varied formatting options, which pose significant challenges for large language models …

Recently, many versatile Multi-modal Large Language Models (MLLMs) have emerged
continuously. However, their capacity to query information depicted in visual charts and …

We introduce SpreadsheetBench, a challenging spreadsheet manipulation benchmark
exclusively derived from real-world scenarios, designed to immerse current large language …

Abstract Large Language Models (LLMs) have revolutionized code generation ability by
converting natural language descriptions into executable code. However, generating …

Spreadsheets are characterized by their extensive two-dimensional grids, flexible layouts,
and varied formatting options, which pose significant challenges for large language models …

Visual analytics requires analysts to constantly plan and execute analysis tasks based on
observations and generate visualizations and support analysis for gaining insights from …

Abstract Large Language Models have revolutionized code generation ability by converting
natural language descriptions into executable code. However, generating complex code …

In this work, we propose Table-LLM-Specialist, or Table-Specialist for short, as a new self-
trained fine-tuning paradigm specifically designed for table tasks. Our insight is that for each …

Interactive Data Analysis, the collaboration between humans and LLM agents, enables real-
time data exploration for informed decision-making. The challenges and costs of collecting …