← Search

Siddharth Parekh

2 accepted papers

2025

Where is this coming from? Making groundedness count in the evaluation of Document VQA models

NAACL 2025findings

Document Visual Question Answering (VQA) models have evolved at an impressive rate over the past few years, coming close to or matching human performance on some benchmarks. We argue that common evaluation metrics used by popular benchmarks do not account for the semantic and multimodal groundedness…

Cited by 0SourcePDFScholar
2024

AliGATr: Graph-based layout generation for form understanding

EMNLP 2024finding

Forms constitute a large portion of layout-rich documents that convey information through key-value pairs. Form understanding involves two main tasks, namely, the identification of keys and values (a.k.a Key Information Extraction or KIE) and the association of keys to corresponding values (a.k.a. R…

Cited by 1SourcePDFScholar