SciNews: From Scholarly Complexities to Public Narratives -- A Dataset for Scientific News Report Generation

26 March 2024

Papers citing "SciNews: From Scholarly Complexities to Public Narratives -- A Dataset for Scientific News Report Generation"

34 / 34 papers shown

Title
Explanatory Summarization with Discourse-Driven Planning Dongqi Liu Xi Yu Vera Demberg Mirella Lapata 81 1 0 27 Apr 2025
Overview of the BioLaySumm 2023 Shared Task on Lay Summarization of Biomedical Research Articles Tomas Goldsack Jiancheng Yang Qianqian Xie Carolina Scarton Matthew Shardlow Sophia Ananiadou Chenghua Lin 51 16 0 29 Sep 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 332 4,298 0 09 Jun 2023
Incorporating Distributions of Discourse Structure for Long Document Abstractive Summarization Dongqi Pu Yifa Wang Vera Demberg 63 23 0 26 May 2023
Modeling Information Change in Science Communication with Semantically Matched Paraphrases Dustin Wright Jiaxin Pei David Jurgens Isabelle Augenstein 67 15 0 24 Oct 2022
Making Science Simple: Corpora for the Lay Summarisation of Scientific Literature Tomas Goldsack Zhihao Zhang Chenghua Lin Carolina Scarton 48 77 0 18 Oct 2022
SNaC: Coherence Error Detection for Narrative Summarization Tanya Goyal Junyi Jessy Li Greg Durrett 76 28 0 19 May 2022
CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision Yuning Mao Ming Zhong Jiawei Han 37 15 0 12 May 2022
Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer Vivian Lai Ruijia Cheng Wenjuan Zhang 47 13 0 04 May 2022
Generating Scientific Claims for Zero-Shot Scientific Fact Checking Dustin Wright David Wadden Kyle Lo Bailey Kuehl Arman Cohan Isabelle Augenstein Lucy Lu Wang MedIm 95 57 0 24 Mar 2022
SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization Philippe Laban Tobias Schnabel Paul N. Bennett Marti A. Hearst HILM 92 393 0 18 Nov 2021
SciXGen: A Scientific Paper Dataset for Context-Aware Text Generation Hong Chen Hiroya Takamura Hideki Nakayama 59 19 0 20 Oct 2021
Document-Level Text Simplification: Dataset, Criteria and Baseline Renliang Sun Hanqi Jin Xiao-Yi Wan 44 46 0 11 Oct 2021
Semi-Supervised Exaggeration Detection of Health Science Press Releases Dustin Wright Isabelle Augenstein 69 13 0 30 Aug 2021
Paragraph-level Simplification of Medical Texts Ashwin Devaraj Iain J. Marshall Byron C. Wallace Junjie Li MedIm 40 92 0 12 Apr 2021
ParaSCI: A Large Scientific Paraphrase Dataset for Longer Paraphrase Generation Qingxiu Dong Xiaojun Wan Yue Cao 120 35 0 21 Jan 2021
Automated Lay Language Summarization of Biomedical Scientific Reviews Yue Guo Weijian Qiu Yizhong Wang T. Cohen 64 78 0 23 Dec 2020
Topic-Centric Unsupervised Multi-Document Summarization of Scientific and News Articles Amanuel Alambo Cori Lohstroh Erik Madaus Swati Padhee Brandy Foster Tanvi Banerjee K. Thirunarayan M. Raymer 122 15 0 03 Nov 2020
Topic-Preserving Synthetic News Generation: An Adversarial Deep Reinforcement Learning Approach Ahmadreza Mosallanezhad Kai Shu Huan Liu 36 10 0 30 Oct 2020
Multi-XScience: A Large-scale Dataset for Extreme Multi-document Summarization of Scientific Articles Yao Lu Yue Dong Laurent Charlin AILaw 60 120 0 27 Oct 2020
TLDR: Extreme Summarization of Scientific Documents Isabel Cachola Kyle Lo Arman Cohan Daniel S. Weld 101 217 0 30 Apr 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 160 4,062 0 10 Apr 2020
Read, Attend and Comment: A Deep Architecture for Automatic News Comment Generation Ze Yang Can Xu Wei Wu Zhoujun Li 3DV 48 29 0 26 Sep 2019
BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent Summarization Eva Sharma Chen Li Lu Wang AILaw 71 223 0 10 Jun 2019
Importance of Copying Mechanism for News Headline Generation I. Gusev 39 10 0 25 Apr 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 321 5,801 0 21 Apr 2019
Simple and Effective Text Simplification Using Semantic and Neural Methods Elior Sulem Omri Abend A. Rappoport 50 74 0 11 Oct 2018
Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 119 1,674 0 27 Aug 2018
Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies Max Grusky Mor Naaman Yoav Artzi 86 555 0 30 Apr 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 142 2,985 0 23 Apr 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 467 760 0 16 Apr 2018
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 520 4,476 0 18 Apr 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 293 4,019 0 14 Apr 2017
LexRank: Graph-based Lexical Centrality as Salience in Text Summarization Günes Erkan Dragomir R. Radev 189 3,095 0 09 Sep 2011