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Himanshu Maheshwari

3 accepted papers

2024

Presentations are not always linear! GNN meets LLM for Text Document-to-Presentation Transformation with Attribution

EMNLP 2024finding

Automatically generating a presentation from the text of a long document is a challenging and useful problem. In contrast to a flat summary, a presentation needs to have a better and non-linear narrative, i.e., the content of a slide can come from different and non-contiguous parts of the given docu…

Cited by 2SourcePDFScholar
2023

Open-World Factually Consistent Question Generation

ACL 2023findings

Question generation methods based on pre-trained language models often suffer from factual inconsistencies and incorrect entities and are not answerable from the input paragraph. Domain shift – where the test data is from a different domain than the training data - further exacerbates the problem of…

Cited by 4SourcePDFScholar
2022

DynamicTOC: Persona-based Table of Contents for Consumption of Long Documents

NAACL 2022long

Long documents like contracts, financial documents, etc., are often tedious to read through. Linearly consuming (via scrolling or navigation through default table of content) these documents is time-consuming and challenging. These documents are also authored to be consumed by varied entities (refer…

Cited by 2SourcePDFScholar