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The Mighty ToRR: A Benchmark for Table Reasoning and Robustness
Shir Ashury-Tahan, Yifan Mai, Rajmohan C +8
Despite its real-world significance, model performance on tabular data remains underexplored, leaving uncertainty about which model to rely on and which prompt configuration to ado…
LLM driven Text-to-Table Generation through Sub-Tasks Guidance and Iterative Refinement
Rajmohan C, Sarthak Harne, Arvind Agarwal
Transforming unstructured text into structured data is a complex task, requiring semantic understanding, reasoning, and structural comprehension. While Large Language Models (LLMs)…
Automated Question Generation on Tabular Data for Conversational Data Exploration
Ritwik Chaudhuri, Rajmohan C, Kirushikesh DB +1
Exploratory data analysis (EDA) is an essential step for analyzing a dataset to derive insights. Several EDA techniques have been explored in the literature. Many of them leverage…