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Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports

6 November 2019

Yuhao Zhang

Derek Merck

E. Tsai

Christopher D. Manning

Papers citing "Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports"

33 / 33 papers shown

Title
Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation Liwen Sun James Zhao Megan Han Chenyan Xiong MedIm 103 12 0 21 Jul 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 237 96 0 05 Mar 2024
Evaluating the Factual Consistency of Abstractive Text Summarization Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher HILM 115 746 0 28 Oct 2019
Neural Text Summarization: A Critical Evaluation Wojciech Kry'sciñski N. Keskar Bryan McCann Caiming Xiong R. Socher 81 367 0 23 Aug 2019
Handling Divergent Reference Texts when Evaluating Table-to-Text Generation Bhuwan Dhingra Manaal Faruqui Ankur P. Parikh Ming-Wei Chang Dipanjan Das William W. Cohen 96 196 0 03 Jun 2019
Assessing The Factual Accuracy of Generated Text Ben Goodrich Vinay Rao Mohammad Saleh Peter J. Liu HILM 97 188 0 30 May 2019
Ontology-Aware Clinical Abstractive Summarization Sean MacAvaney Sajad Sotudeh Arman Cohan Nazli Goharian Ish A. Talati Ross W. Filice 38 82 0 14 May 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 352 5,860 0 21 Apr 2019
Clinically Accurate Chest X-Ray Report Generation Guanxiong Liu T. Hsu Matthew B. A. McDermott Willie Boag W. Weng Peter Szolovits Marzyeh Ghassemi MedIm 98 277 0 04 Apr 2019
CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison Jeremy Irvin Pranav Rajpurkar M. Ko Yifan Yu Silviana Ciurea-Ilcus ... D. Larson C. Langlotz Bhavik Patel M. Lungren A. Ng 114 2,601 0 21 Jan 2019
BanditSum: Extractive Summarization as a Contextual Bandit Yue Dong Songlin Yang Eric Crawford H. V. Hoof Jackie C.K. Cheung 60 181 0 25 Sep 2018
Learning to Summarize Radiology Findings Yuhao Zhang D. Ding Tianpei Qian Christopher D. Manning C. Langlotz MedIm 59 128 0 12 Sep 2018
The price of debiasing automatic metrics in natural language evaluation Arun Tejasvi Chaganty Stephen Mussmann Percy Liang 67 117 0 06 Jul 2018
Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting Yen-Chun Chen Joey Tianyi Zhou BDL 188 584 0 28 May 2018
Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation Yuan Li Xiaodan Liang Zhiting Hu Eric Xing MedIm 50 335 0 21 May 2018
Generating Wikipedia by Summarizing Long Sequences Peter J. Liu Mohammad Saleh Etienne Pot Ben Goodrich Ryan Sepassi Lukasz Kaiser Noam M. Shazeer CVBM 208 801 0 30 Jan 2018
On the Automatic Generation of Medical Imaging Reports Baoyu Jing P. Xie Eric Xing MedIm 88 509 0 22 Nov 2017
Faithful to the Original: Fact Aware Neural Abstractive Summarization Ziqiang Cao Furu Wei Wenjie Li Sujian Li HILM 104 371 0 13 Nov 2017
Breaking the Softmax Bottleneck: A High-Rank RNN Language Model Zhilin Yang Zihang Dai Ruslan Salakhutdinov William W. Cohen BDL 71 372 0 10 Nov 2017
Challenges in Data-to-Document Generation Sam Wiseman Stuart M. Shieber Alexander M. Rush 188 591 0 25 Jul 2017
Why We Need New Evaluation Metrics for NLG Jekaterina Novikova Ondrej Dusek Amanda Cercas Curry Verena Rieser 98 462 0 21 Jul 2017
A Deep Reinforced Model for Abstractive Summarization Romain Paulus Caiming Xiong R. Socher AI4TS 206 1,559 0 11 May 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 311 4,026 0 14 Apr 2017
Self-critical Sequence Training for Image Captioning Steven J. Rennie E. Marcheret Youssef Mroueh Jerret Ross Vaibhava Goel 109 1,890 0 02 Dec 2016
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 360 1,265 0 14 Nov 2016
Neural Summarization by Extracting Sentences and Words Jianpeng Cheng Mirella Lapata 73 810 0 23 Mar 2016
Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond Ramesh Nallapati Bowen Zhou Cicero Nogueira dos Santos Çağlar Gülçehre Bing Xiang AIMat 281 2,566 0 19 Feb 2016
Sequence Level Training with Recurrent Neural Networks MarcÁurelio Ranzato S. Chopra Michael Auli Wojciech Zaremba 106 1,620 0 20 Nov 2015
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 351 3,552 0 10 Jun 2015
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 128 3,060 0 09 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 578 27,327 0 01 Sep 2014
LexRank: Graph-based Lexical Centrality as Salience in Text Summarization Günes Erkan Dragomir R. Radev 207 3,097 0 09 Sep 2011