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Readability Controllable Biomedical Document Summarization

10 October 2022

Zheheng Luo

Qianqian Xie

Sophia Ananiadou

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Papers citing "Readability Controllable Biomedical Document Summarization"

26 / 26 papers shown

Title
Explanatory Summarization with Discourse-Driven Planning Dongqi Liu Xi Yu Vera Demberg Mirella Lapata 112 1 0 27 Apr 2025
GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization Qianqian Xie Jimin Huang Tulika Saha Sophia Ananiadou 88 28 0 21 Aug 2022
Pre-trained Language Models in Biomedical Domain: A Systematic Survey Benyou Wang Qianqian Xie Jiahuan Pei Zhihong Chen Prayag Tiwari Zhao Li Jie Fu LM&MA AI4CE 140 171 0 11 Oct 2021
Aspect-Controllable Opinion Summarization Reinald Kim Amplayo Stefanos Angelidis Mirella Lapata 53 74 0 07 Sep 2021
Controllable Summarization with Constrained Markov Decision Process Hou Pong Chan Lu Wang Irwin King 232 22 0 07 Aug 2021
MS2: Multi-Document Summarization of Medical Studies Jay DeYoung Iz Beltagy Madeleine van Zuylen Bailey Kuehl Lucy Lu Wang 74 113 0 13 Apr 2021
Paragraph-level Simplification of Medical Texts Ashwin Devaraj Iain J. Marshall Byron C. Wallace Junjie Li MedIm 64 93 0 12 Apr 2021
Automated Lay Language Summarization of Biomedical Scientific Reviews Yue Guo Weijian Qiu Yizhong Wang T. Cohen 69 78 0 23 Dec 2020
CTRLsum: Towards Generic Controllable Text Summarization Junxian He Wojciech Kry'sciñski Bryan McCann Nazneen Rajani Caiming Xiong 258 142 0 08 Dec 2020
Re-evaluating Evaluation in Text Summarization Manik Bhandari Pranav Narayan Gour A. Ashfaq Pengfei Liu Graham Neubig 153 178 0 14 Oct 2020
Generating (Factual?) Narrative Summaries of RCTs: Experiments with Neural Multi-Document Summarization Byron C. Wallace Sayantani Saha Frank Soboczenski Iain J. Marshall HILM 55 79 0 25 Aug 2020
On Faithfulness and Factuality in Abstractive Summarization Joshua Maynez Shashi Narayan Bernd Bohnet Ryan T. McDonald HILM 90 1,041 0 02 May 2020
Attend to Medical Ontologies: Content Selection for Clinical Abstractive Summarization Sajad Sotudeh Nazli Goharian Ross W. Filice 60 56 0 01 May 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 185 4,100 0 10 Apr 2020
Asking and Answering Questions to Evaluate the Factual Consistency of Summaries Alex Jinpeng Wang Kyunghyun Cho M. Lewis HILM 86 483 0 08 Apr 2020
Plug and Play Language Models: A Simple Approach to Controlled Text Generation Sumanth Dathathri Andrea Madotto Janice Lan Jane Hung Eric Frank Piero Molino J. Yosinski Rosanne Liu KELM 151 979 0 04 Dec 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 266 10,861 0 29 Oct 2019
Informative and Controllable Opinion Summarization Reinald Kim Amplayo Mirella Lapata 72 57 0 05 Sep 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 465 1,452 0 22 Aug 2019
Supervised and Unsupervised Neural Approaches to Text Readability Matej Martinc Senja Pollak Marko Robnik-Šikonja 71 142 0 26 Jul 2019
GLTR: Statistical Detection and Visualization of Generated Text Sebastian Gehrmann Hendrik Strobelt Alexander M. Rush DeLMO 132 546 0 10 Jun 2019
SciBERT: A Pretrained Language Model for Scientific Text Iz Beltagy Kyle Lo Arman Cohan 168 2,986 0 26 Mar 2019
Pretraining-Based Natural Language Generation for Text Summarization Haoyu Zhang Jianjun Xu Ji Wang 48 209 0 25 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents Arman Cohan Franck Dernoncourt Doo Soon Kim Trung Bui Seokhwan Kim W. Chang Nazli Goharian 491 763 0 16 Apr 2018
Controllable Abstractive Summarization Angela Fan David Grangier Michael Auli 90 312 0 14 Nov 2017