Large language model for table processing: A survey
Tables, typically two-dimensional and structured to store large amounts of data, are
essential in daily activities like database queries, spreadsheet manipulations, Web table …
essential in daily activities like database queries, spreadsheet manipulations, Web table …
Tap4llm: Table provider on sampling, augmenting, and packing semi-structured data for large language model reasoning
Table reasoning has shown remarkable progress in a wide range of table-based tasks.
These challenging tasks require reasoning over both free-form natural language (NL) …
These challenging tasks require reasoning over both free-form natural language (NL) …
Alter: Augmentation for large-table-based reasoning
While extensive research has explored the use of large language models (LLMs) for table-
based reasoning, most approaches struggle with scalability when applied to large tables. To …
based reasoning, most approaches struggle with scalability when applied to large tables. To …
On the Use of Large Language Models for Table Tasks
The proliferation of large language models (LLMs) has catalyzed a diverse array of
applications. This tutorial delves into the application of LLMs for tabular data and targets a …
applications. This tutorial delves into the application of LLMs for tabular data and targets a …