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Heba Elfardy

3 accepted papers

2023

PLAtE: A Large-scale Dataset for List Page Web Extraction

ACL 2023industry

Recently, neural models have been leveraged to significantly improve the performance of information extraction from semi-structured websites. However, a barrier for continued progress is the small number of datasets large enough to train these models. In this work, we introduce the PLAtE (Pages of L…

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2023

SumREN: Summarizing Reported Speech about Events in News

AAAI 2023technical

A primary objective of news articles is to establish the factual record for an event, frequently achieved by conveying both the details of the specified event (i.e., the 5 Ws; Who, What, Where, When and Why regarding the event) and how people reacted to it (i.e., reported statements). However, exist…

2022

Answer Consolidation: Formulation and Benchmarking

NAACL 2022long

Current question answering (QA) systems primarily consider the single-answer scenario, where each question is assumed to be paired with one correct answer. However, in many real-world QA applications, multiple answer scenarios arise where consolidating answers into a comprehensive and non-redundant…