Search Results for author: Sandeep Atluri

Found 3 papers, 1 papers with code

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

no code implementations24 May 2022 Aidan San, Yuan Zhuang, Jan Bakus, Colin Lockard, David Ciemiewicz, Sandeep Atluri, Yangfeng Ji, Kevin Small, Heba Elfardy

Recently, neural models have been leveraged to significantly improve the performance of information extraction from semi-structured websites.

Attribute Attribute Extraction

Generating Self-Contained and Summary-Centric Question Answer Pairs via Differentiable Reward Imitation Learning

1 code implementation EMNLP 2021 Li Zhou, Kevin Small, Yong Zhang, Sandeep Atluri

Motivated by suggested question generation in conversational news recommendation systems, we propose a model for generating question-answer pairs (QA pairs) with self-contained, summary-centric questions and length-constrained, article-summarizing answers.

Imitation Learning News Recommendation +4

Evaluating the Tradeoff Between Abstractiveness and Factuality in Abstractive Summarization

no code implementations5 Aug 2021 Markus Dreyer, Mengwen Liu, Feng Nan, Sandeep Atluri, Sujith Ravi

Neural models for abstractive summarization tend to generate output that is fluent and well-formed but lacks semantic faithfulness, or factuality, with respect to the input documents.

Abstractive Text Summarization

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