no code implementations • 24 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.
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.
no code implementations • 5 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.