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Jainit Sushil Bafna

2 accepted papers

2025

TabXEval: Why this is a Bad Table? An eXhaustive Rubric for Table Evaluation

ACL 2025finding

Evaluating tables qualitatively and quantitatively poses a significant challenge, as standard metrics often overlook subtle structural and content-level discrepancies. To address this, we propose a rubric-based evaluation framework that integrates multi-level structural descriptors with fine-grained…

2024

Knowledge-Aware Reasoning over Multimodal Semi-structured Tables

EMNLP 2024finding

Existing datasets for tabular question answering typically focus exclusively on text within cells. However, real-world data is inherently multimodal, often blending images such as symbols, faces, icons, patterns, and charts with textual content in tables. With the evolution of AI models capable of m…

Cited by 3SourcePDFScholar