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TLDR: Extreme Summarization of Scientific Documents

30 April 2020

Isabel Cachola

Kyle Lo

Arman Cohan

Daniel S. Weld

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Papers citing "TLDR: Extreme Summarization of Scientific Documents"

50 / 106 papers shown

Title
SimCSum: Joint Learning of Simplification and Cross-lingual Summarization for Cross-lingual Science Journalism Mehwish Fatima Tim Kolber K. Markert Michael Strube 36 0 0 04 Apr 2023
The Semantic Reader Project: Augmenting Scholarly Documents through AI-Powered Interactive Reading Interfaces Kyle Lo Joseph Chee Chang Andrew Head Jonathan Bragg Amy X. Zhang ... Caroline M Wu Jiangjiang Yang Angele Zamarron Marti A. Hearst Daniel S. Weld 74 20 0 25 Mar 2023
SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization Yi-Syuan Chen Yun-Zhu Song Hong-Han Shuai 64 6 0 24 Mar 2023
Simple Yet Effective Synthetic Dataset Construction for Unsupervised Opinion Summarization Minghan Shen Jie Ma Shuai Wang Yogarshi Vyas Kalpit Dixit Miguel Ballesteros Yassine Benajiba 53 6 0 21 Mar 2023
An Interactive UI to Support Sensemaking over Collections of Parallel Texts Joyce Zhou Elena L. Glassman Daniel S. Weld 57 1 0 11 Mar 2023
MUTANT: A Multi-sentential Code-mixed Hinglish Dataset Rahul Gupta Vivek Srivastava M. Singh 57 1 0 23 Feb 2023
CiteSee: Augmenting Citations in Scientific Papers with Persistent and Personalized Historical Context Joseph Chee Chang Amy X. Zhang Jonathan Bragg Andrew Head Kyle Lo Doug Downey Daniel S. Weld 101 38 0 14 Feb 2023
Relatedly: Scaffolding Literature Reviews with Existing Related Work Sections Srishti Palani Aakanksha Naik Doug Downey Amy X. Zhang Jonathan Bragg Joseph Chee Chang 63 34 0 13 Feb 2023
Curriculum-Guided Abstractive Summarization Sajad Sotudeh Hanieh Deilamsalehy Franck Dernoncourt Nazli Goharian 84 2 0 02 Feb 2023
Curriculum-guided Abstractive Summarization for Mental Health Online Posts Sajad Sotudeh Nazli Goharian Hanieh Deilamsalehy Franck Dernoncourt AI4MH 17 5 0 02 Feb 2023
The Semantic Scholar Open Data Platform Rodney Michael Kinney Chloe Anastasiades Russell Authur Iz Beltagy Jonathan Bragg ... Caroline M Wu Jiangjiang Yang Angele Zamarron Madeleine van Zuylen Daniel S. Weld 119 104 0 24 Jan 2023
Methodological reflections for AI alignment research using human feedback Thilo Hagendorff Sarah Fabi 73 6 0 22 Dec 2022
CiteBench: A benchmark for Scientific Citation Text Generation Martin Funkquist Ilia Kuznetsov Yufang Hou Iryna Gurevych 119 18 0 19 Dec 2022
Meeting Summarization: A Survey of the State of the Art L. P. Kumar Arman Kabiri 112 3 0 16 Dec 2022
Task-aware Retrieval with Instructions Akari Asai Timo Schick Patrick Lewis Xilun Chen Gautier Izacard Sebastian Riedel Hannaneh Hajishirzi Wen-tau Yih 101 97 0 16 Nov 2022
Galactica: A Large Language Model for Science Ross Taylor Marcin Kardas Guillem Cucurull Thomas Scialom Anthony Hartshorn Elvis Saravia Andrew Poulton Viktor Kerkez Robert Stojnic ELM ReLM 128 785 0 16 Nov 2022
Retrieval augmentation of large language models for lay language generation Yue Guo Wei Qiu Gondy Leroy Sheng Wang T. Cohen RALM LRM 94 46 0 07 Nov 2022
EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal Domain Dennis Aumiller Ashish Chouhan Michael Gertz ELM AILaw 95 39 0 24 Oct 2022
Making Science Simple: Corpora for the Lay Summarisation of Scientific Literature Tomas Goldsack Zhihao Zhang Chenghua Lin Carolina Scarton 86 77 0 18 Oct 2022
TLDW: Extreme Multimodal Summarisation of News Videos Peggy Tang Kun Hu Lei Zhang Jiebo Luo Zhiyong Wang 78 9 0 16 Oct 2022
Detecting Generated Scientific Papers using an Ensemble of Transformer Models Anna Glazkova Maksim Glazkov MedIm 83 6 0 17 Sep 2022
Applying Transformer-based Text Summarization for Keyphrase Generation Anna Glazkova Dmitry A. Morozov 61 17 0 08 Sep 2022
Threddy: An Interactive System for Personalized Thread-based Exploration and Organization of Scientific Literature Hyeonsu B Kang Joseph Chee Chang Yongsung Kim A. Kittur 94 44 0 06 Aug 2022
X-SCITLDR: Cross-Lingual Extreme Summarization of Scholarly Documents Sotaro Takeshita Tommaso Green Niklas Friedrich Kai Eckert Simone Paolo Ponzetto 55 14 0 30 May 2022
Descartes: Generating Short Descriptions of Wikipedia Articles Marija Sakota Maxime Peyrard Robert West VLM 51 2 0 20 May 2022
Twist Decoding: Diverse Generators Guide Each Other Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Hao Peng Ximing Lu Dragomir R. Radev Yejin Choi Noah A. Smith SyDa 70 5 0 19 May 2022
CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision Yuning Mao Ming Zhong Jiawei Han 48 15 0 12 May 2022
SuMe: A Dataset Towards Summarizing Biomedical Mechanisms Mohaddeseh Bastan N. Shankar Mihai Surdeanu Niranjan Balasubramanian 73 3 0 10 May 2022
Scim: Intelligent Skimming Support for Scientific Papers Raymond Fok Hita Kambhamettu Luca Soldaini Jonathan Bragg Kyle Lo Andrew Head Marti A. Hearst Daniel S. Weld 114 38 0 09 May 2022
EntSUM: A Data Set for Entity-Centric Summarization Mounica Maddela Mayank Kulkarni Daniel Preoţiuc-Pietro 105 24 0 05 Apr 2022
Improving the Factual Accuracy of Abstractive Clinical Text Summarization using Multi-Objective Optimization Amanuel Alambo Tanvi Banerjee K. Thirunarayan Mia Cajita 29 7 0 02 Apr 2022
Entity-driven Fact-aware Abstractive Summarization of Biomedical Literature Amanuel Alambo Tanvi Banerjee K. Thirunarayan M. Raymer MedIm 58 7 0 30 Mar 2022
Community-Driven Comprehensive Scientific Paper Summarization: Insight from cvpaper.challenge Shintaro Yamamoto Hirokatsu Kataoka Ryota Suzuki Seitaro Shinagawa Shigeo Morishima 113 0 0 17 Mar 2022
Towards Generating Citation Sentences for Multiple References with Intent Control Jia-yan Wu A. Shieh S. Hsu Yun-Nung Chen 53 10 0 02 Dec 2021
SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization Philippe Laban Tobias Schnabel Paul N. Bennett Marti A. Hearst HILM 109 398 0 18 Nov 2021
Automated scholarly paper review: Concepts, technologies, and challenges Jialiang Lin Jiaxin Song Zhangping Zhou Yidong Chen X. Shi 118 16 0 15 Nov 2021
Control Prefixes for Parameter-Efficient Text Generation Jordan Clive Kris Cao Marek Rei 125 32 0 15 Oct 2021
Paperswithtopic: Topic Identification from Paper Title Only Daehyun Cho C. Wallraven 36 0 0 09 Oct 2021
Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP Zhijing Jin Julius von Kügelgen Jingwei Ni Tejas Vaidhya Ayush Kaushal Mrinmaya Sachan Bernhard Schoelkopf CML 105 32 0 07 Oct 2021
TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts Sajad Sotudeh Hanieh Deilamsalehi Franck Dernoncourt Nazli Goharian 81 9 0 04 Oct 2021
A system for information extraction from scientific texts in Russian E. Bruches A. Mezentseva Tatiana Batura 55 2 0 14 Sep 2021
Refocusing on Relevance: Personalization in NLG Shiran Dudy Steven Bedrick Bonnie Webber 103 27 0 10 Sep 2021
Aspect-Controllable Opinion Summarization Reinald Kim Amplayo Stefanos Angelidis Mirella Lapata 69 75 0 07 Sep 2021
VerbCL: A Dataset of Verbatim Quotes for Highlight Extraction in Case Law Julien Rossi Svitlana Vakulenko Evangelos Kanoulas AILaw 32 2 0 23 Aug 2021
Bursting Scientific Filter Bubbles: Boosting Innovation via Novel Author Discovery Jason Portenoy Marissa Radensky Jevin D. West Eric Horvitz Daniel S. Weld Tom Hope 179 31 0 12 Aug 2021
Summary Grounded Conversation Generation R. Chulaka Gunasekara Guy Feigenblat Benjamin Sznajder Sachindra Joshi D. Konopnicki 56 8 0 07 Jun 2021
Generating Informative Conclusions for Argumentative Texts S. Syed Khalid Al Khatib Milad Alshomary Henning Wachsmuth Martin Potthast 47 24 0 02 Jun 2021
Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents Rui Meng Khushboo Thaker Lei Zhang Yue Dong Xingdi Yuan Tong Wang Daqing He 82 42 0 31 May 2021
Towards Automatic Comparison of Data Privacy Documents: A Preliminary Experiment on GDPR-like Laws Kornraphop Kawintiranon Yaguang Liu AILaw 26 4 0 21 May 2021
D2S: Document-to-Slide Generation Via Query-Based Text Summarization Edward Sun Yufang Hou Dakuo Wang Yunfeng Zhang N. Wang 68 38 0 08 May 2021