Fetching the paper…
Reading the bibliography…
Accessing medical literature is difficult for laypeople as the content is written for specialists and contains medical jargon.
Language models are few-shot learners
Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel Ziegler, Jeffrey Wu, Clemens Winter, Chris Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, and Dario Amodei. 2020 · 1901
Earlier work this paper cites.
Bertscore: Evaluating text generation with bert
Tianyi Zhang, Varsha Kishore, Felix Wu, Kilian Q Weinberger, and Yoav Artzi. 2019 · 1904
Earlier work this paper cites.
Text summarization with pretrained encoders
Yang Liu and Mirella Lapata. 2019 · 1908
Earlier work this paper cites.
Language models as knowledge bases?
Fabio Petroni, Tim Rocktäschel, Patrick Lewis, Anton Bakhtin, Yuxiang Wu, Alexander H Miller, and Sebastian Riedel. 2019 · 1909
Earlier work this paper cites.
Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Ves Stoyanov, and Luke Zettlemoyer. 2019 · 1910
Earlier work this paper cites.
Distilbert, a distilled version of bert: smaller, faster, cheaper and lighter
Victor Sanh, Lysandre Debut, Julien Chaumond, and Thomas Wolf. 2019 · 1910
Earlier work this paper cites.
How can we know what language models know?
Zhengbao Jiang, Frank F. Xu, Jun Araki, and Graham Neubig. 2019 · 1911
Earlier work this paper cites.
The distribution of the flora in the alpine zone. 1
Paul Jaccard. 1912 · 1912
Earlier work this paper cites.
Automated readability index
RJ Senter and Edgar A Smith. 1967 · 1967
Earlier work this paper cites.
Derivation of new readability formulas (automated readability index, fog count and flesch reading ease formula) for navy enlisted personnel
J Peter Kincaid, Robert P Fishburne Jr, Richard L Rogers, and Brad S Chissom. 1975 · 1975
Earlier work this paper cites.
Boosting low-resource biomedical QA via entity-aware masking strategies
Gabriele Pergola, Elena Kochkina, Lin Gui, Maria Liakata, and Yulan He. 2021b · 1985
Earlier work this paper cites.
Summarizing text documents: Sentence selection and evaluation metrics
Jade Goldstein, Mark Kantrowitz, Vibhu Mittal, and Jaime Carbonell. 1999 · 1999
Earlier work this paper cites.
Exploiting cloze questions for few-shot text classification and natural language inference
Timo Schick and Hinrich Schütze. 2020 · 2001
Earlier work this paper cites.
Bleu: a method for automatic evaluation of machine translation
Kishore Papineni, Salim Roukos, Todd Ward, and Wei-Jing Zhu. 2002 · 2002
Earlier work this paper cites.
Rouge: A package for automatic evaluation of summaries
Chin-Yew Lin. 2004 · 2004
Earlier work this paper cites.
Textrank: Bringing order into text
Rada Mihalcea and Paul Tarau. 2004 · 2004
Earlier work this paper cites.
Bleurt: Learning robust metrics for text generation
Thibault Sellam, Dipanjan Das, and Ankur P Parikh. 2020 · 2004
Earlier work this paper cites.
Extractive summarization as text matching
Ming Zhong, Pengfei Liu, Yiran Chen, Danqing Wang, Xipeng Qiu, and Xuanjing Huang. 2020 · 2004
Earlier work this paper cites.
Simtext: text simplication of medical literature
Jerwin Jan S Damay, Gerard Jaime D Lojico, Kimberly Amanda L Lu, and Dex B Tarantan. 2006 · 2006
Cited alongside, same era.
Text2table: Medical text summarization system based on named entity recognition and modality identification
Eiji Aramaki, Yasuhide Miura, Masatsugu Tonoike, Tomoko Ohkuma, Hiroshi Masuichi, and Kazuhiko Ohe. 2009 · 2009
Cited alongside, same era.
A semantic and syntactic text simplification tool for health content
Sasikiran Kandula, Dorothy Curtis, and Qing Zeng-Treitler. 2010 · 2010
Cited alongside, same era.
A monolingual tree-based translation model for sentence simplification
Zhemin Zhu, Delphine Bernhard, and Iryna Gurevych. 2010 · 2010
Cited alongside, same era.
Learning to simplify sentences with quasi-synchronous grammar and integer programming
Kristian Woodsend and Mirella Lapata. 2011 · 2011
Cited alongside, same era.
Extractive summarization of clinical trial descriptions
Christian Gulden, Melanie Kirchner, Christina Schüttler, Marc Hinderer, Marvin Kampf, Hans-Ulrich Prokosch, and Dennis Toddenroth. 2019 · 2019
Later among the works it cites.
CHIME: Cross-passage hierarchical memory network for generative review question answering
Junru Lu, Gabriele Pergola, Lin Gui, Binyang Li, and Yulan He. 2020 · 2020
Later among the works it cites.
The (Un)Suitability of Automatic Evaluation Metrics for Text Simplification
Fernando Alva-Manchego, Carolina Scarton, and Lucia Specia. 2021 · 2021
Later among the works it cites.
Paragraph-level simplification of medical texts
A. Devaraj, I. Marshall, B. Wallace, and J. J. Li. 2021a · 2021
Later among the works it cites.
Paragraph-level simplification of medical texts
Ashwin Devaraj, Byron C Wallace, Iain J Marshall, and Junyi Jessy Li. 2021b · 2021
Later among the works it cites.
A disentangled adversarial neural topic model for separating opinions from plots in user reviews
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Tianyu Gao, Adam Fisch, and Danqi Chen. 2020 · 2012
Cited alongside, same era.
Health literacy : the solid facts
Ilona Kickbusch, Jürgen M. Pelikan, and Franklin Apfel Agis D. Tsouros. 2013 · 2013
Cited alongside, same era.
Recursive deep models for semantic compositionality over a sentiment treebank
Richard Socher, Alex Perelygin, Jean Wu, Jason Chuang, Christopher D Manning, Andrew Y Ng, and Christopher Potts. 2013 · 2013
Cited alongside, same era.
Text summarization in the biomedical domain: a systematic review of recent research
Rashmi Mishra, Jiantao Bian, Marcelo Fiszman, Charlene R Weir, Siddhartha Jonnalagadda, Javed Mostafa, and Guilherme Del Fiol. 2014 · 2014
Cited alongside, same era.
An approach to automatic text summarization using wordnet
Alok Ranjan Pal and Diganta Saha. 2014 · 2014
Cited alongside, same era.
Health literacy in europe: comparative results of the european health literacy survey (hls-eu)
Kristine Sørensen, Jürgen M Pelikan, Florian Röthlin, Kristin Ganahl, Zofia Slonska, Gerardine Doyle, James Fullam, Barbara Kondilis, Demosthenes Agrafiotis, Ellen Uiters, et al. 2015 · 2015
Cited alongside, same era.
Problems in current text simplification research: New data can help
Wei Xu, Chris Callison-Burch, and Courtney Napoles. 2015 · 2015
Cited alongside, same era.
Gabriele Pergola, Lin Gui, and Yulan He. 2021a · 2021
Later among the works it cites.
Open aspect target sentiment classification with natural language prompts
Ronald Seoh, Ian Birle, Mrinal Tak, Haw-Shiuan Chang, Brian Pinette, and Alfred Hough. 2021 · 2021
Later among the works it cites.
Document-level text simplification: Dataset, criteria and baseline
Renliang Sun, Hanqi Jin, and Xiaojun Wan. 2021 · 2021
Later among the works it cites.
Evaluating factuality in text simplification
Ashwin Devaraj, William Sheffield, Byron C Wallace, and Junyi Jessy Li. 2022 · 2022
Later among the works it cites.
Event-centric question answering via contrastive learning and invertible event transformation
Junru Lu, Xingwei Tan, Gabriele Pergola, Lin Gui, and Yulan He. 2022 · 2022
Later among the works it cites.
Entsum: A data set for entity-centric extractive summarization
Mounica Maddela, Mayank Kulkarni, and Daniel Preoţiuc-Pietro. 2022 · 2022
Later among the works it cites.
Simple tico-19: A dataset for joint translation and simplification of covid-19 texts
Matthew Shardlow and Fernando Alva-Manchego. 2022 · 2022
Later among the works it cites.
PHEE: A dataset for pharmacovigilance event extraction from text
Zhaoyue Sun, Jiazheng Li, Gabriele Pergola, Byron Wallace, Bino John, Nigel Greene, Joseph Kim, and Yulan He. 2022 · 2022
Later among the works it cites.
Chain of thought prompting elicits reasoning in large language models
Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Ed Chi, Quoc Le, and Denny Zhou. 2022 · 2022
Later among the works it cites.
Linkbert: Pretraining language models with document links
Michihiro Yasunaga, Jure Leskovec, and Percy Liang. 2022 · 2022
Later among the works it cites.
Biobart: Pretraining and evaluation of a biomedical generative language model
Hongyi Yuan, Zheng Yuan, Ruyi Gan, Jiaxing Zhang, Yutao Xie, and Sheng Yu. 2022 · 2022
Later among the works it cites.
Disentangled learning of stance and aspect topics for vaccine attitude detection in social media
Lixing Zhu, Zheng Fang, Gabriele Pergola, Robert Procter, and Yulan He. 2022 · 2022
Later among the works it cites.