Nazli Goharian

SLEDGE: A Simple Yet Effective Baseline for Coronavirus Scientific Knowledge Search

2020 · arXiv (Cornell University)

With worldwide concerns surrounding the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2), there is a rapidly growing body of literature on the virus. Clinicians, researchers, and policy-makers need a way to effectively search these articles. …

On Generating Extended Summaries of Long Documents

2020 · arXiv (Cornell University)

Prior work in document summarization has mainly focused on generating short summaries of a document. While this type of summary helps get a high-level view of a given document, it is desirable in some cases …

Attend to Medical Ontologies: Content Selection for Clinical Abstractive\n Summarization

2020 · arXiv (Cornell University)

Sequence-to-sequence (seq2seq) network is a well-established model for text\nsummarization task. It can learn to produce readable content; however, it falls\nshort in effectively identifying key regions of the source. In this paper, we\napproach the content selection …

A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents

2018

Arman Cohan, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Seokhwan Kim, Walter Chang, Nazli Goharian. Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume …

CEDR

2019

Although considerable attention has been given to neural ranking architectures recently, far less attention has been paid to the term representations that are used as input to these models. In this work, we investigate how …