Multi-News: a Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model

4 June 2019

Papers citing "Multi-News: a Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model"

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Title
Compressed Heterogeneous Graph for Abstractive Multi-Document Summarization Miao Li Jianzhong Qi Jey Han Lau 36 11 0 12 Mar 2023
Mining both Commonality and Specificity from Multiple Documents for Multi-Document Summarization Bing Ma 33 3 0 05 Mar 2023
Designing and Evaluating Interfaces that Highlight News Coverage Diversity Using Discord Questions Philippe Laban Chien-Sheng Wu Lidiya Murakhovs'ka Xiang Ánthony' Chen Caiming Xiong 24 8 0 17 Feb 2023
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? Chengwei Qin Q. Li Ruochen Zhao Chenyu You VLM LRM 23 15 0 16 Feb 2023
Generating a Structured Summary of Numerous Academic Papers: Dataset and Method Shuaiqi Liu Jiannong Cao Ruosong Yang Zhiyuan Wen 51 16 0 09 Feb 2023
Long Text and Multi-Table Summarization: Dataset and Method Shuaiqi Liu Jiannong Cao Ruosong Yang Zhiyuan Wen RALM 24 21 0 08 Feb 2023
Do Multi-Document Summarization Models Synthesize? Jay DeYoung Stephanie C. Martinez Iain J. Marshall Byron C. Wallace 24 8 0 31 Jan 2023
DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization Yu Li Baolin Peng Pengcheng He Michel Galley Zhou Yu Jianfeng Gao 24 7 0 20 Dec 2022
RISE: Leveraging Retrieval Techniques for Summarization Evaluation David C. Uthus Jianmo Ni RALM 19 0 0 17 Dec 2022
Efficient Long Sequence Modeling via State Space Augmented Transformer Simiao Zuo Xiaodong Liu Jian Jiao Denis Xavier Charles Eren Manavoglu Tuo Zhao Jianfeng Gao 125 36 0 15 Dec 2022
Editing Models with Task Arithmetic Gabriel Ilharco Marco Tulio Ribeiro Mitchell Wortsman Suchin Gururangan Ludwig Schmidt Hannaneh Hajishirzi Ali Farhadi KELM MoMe MU 72 439 0 08 Dec 2022
Document-Level Abstractive Summarization Gonçalo Raposo Afonso Raposo Ana Sofia Carmo 27 1 0 06 Dec 2022
SumREN: Summarizing Reported Speech about Events in News R. Reddy Heba Elfardy Hou Pong Chan Kevin Small Chenhui Xu 28 5 0 02 Dec 2022
Combining State-of-the-Art Models with Maximal Marginal Relevance for Few-Shot and Zero-Shot Multi-Document Summarization David Adams Gandharv Suri Yllias Chali VLM 32 3 0 19 Nov 2022
Discord Questions: A Computational Approach To Diversity Analysis in News Coverage Philippe Laban Chien-Sheng Wu Lidiya Murakhovs'ka Xiang Ánthony' Chen Caiming Xiong 24 12 0 09 Nov 2022
Controlled Text Reduction Aviv Slobodkin Paul Roit Eran Hirsch Ori Ernst Ido Dagan 51 10 0 24 Oct 2022
Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Delta Tuning Jing Yi Weize Chen Yujia Qin Yankai Lin Ning Ding Xu Han Zhiyuan Liu Maosong Sun Jie Zhou 20 2 0 24 Oct 2022
CAB: Comprehensive Attention Benchmarking on Long Sequence Modeling Jinchao Zhang Shuyang Jiang Jiangtao Feng Lin Zheng Lingpeng Kong 3DV 43 9 0 14 Oct 2022
Document-aware Positional Encoding and Linguistic-guided Encoding for Abstractive Multi-document Summarization Congbo Ma Wei Emma Zhang Pitawelayalage Dasun Dileepa Pitawela Yutong Qu Haojie Zhuang Hu Wang 34 3 0 13 Sep 2022
Parallel Hierarchical Transformer with Attention Alignment for Abstractive Multi-Document Summarization Ye Ma Lu Zong 29 0 0 16 Aug 2022
SMART: Sentences as Basic Units for Text Evaluation Reinald Kim Amplayo Peter J. Liu Yao-Min Zhao Shashi Narayan 38 21 0 01 Aug 2022
Multi-Document Summarization with Centroid-Based Pretraining Ratish Puduppully Parag Jain Nancy F. Chen Mark Steedman VLM 24 11 0 01 Aug 2022
Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent Ethan A. Chi Ashwin Paranjape A. See Caleb Chiam Trenton Chang ... Dilara Soylu Jillian Tang A. Narayan Giovanni Campagna Christopher D. Manning 41 7 0 25 Jul 2022
Multi-LexSum: Real-World Summaries of Civil Rights Lawsuits at Multiple Granularities Zejiang Shen Kyle Lo L. Yu N. Dahlberg Margo Schlanger Doug Downey ELM AILaw 39 44 0 22 Jun 2022
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts Qinyuan Ye Juan Zha Xiang Ren MoE 18 12 0 25 May 2022
Leveraging Locality in Abstractive Text Summarization Yixin Liu Ansong Ni Linyong Nan Budhaditya Deb Chenguang Zhu Ahmed Hassan Awadallah Dragomir R. Radev 33 18 0 25 May 2022
UL2: Unifying Language Learning Paradigms Yi Tay Mostafa Dehghani Vinh Q. Tran Xavier Garcia Jason W. Wei ... Tal Schuster H. Zheng Denny Zhou N. Houlsby Donald Metzler AI4CE 62 297 0 10 May 2022
Improving Multi-Document Summarization through Referenced Flexible Extraction with Credit-Awareness Yun-Zhu Song Yi-Syuan Chen Hong-Han Shuai 43 20 0 04 May 2022
Learning to Transfer Prompts for Text Generation Junyi Li Tianyi Tang J. Nie Ji-Rong Wen Wayne Xin Zhao 24 40 0 03 May 2022
CAVES: A Dataset to facilitate Explainable Classification and Summarization of Concerns towards COVID Vaccines Soham Poddar Azlaan Mustafa Samad Rajdeep Mukherjee Niloy Ganguly Saptarshi Ghosh 25 26 0 28 Apr 2022
NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias Nayeon Lee Yejin Bang Tiezheng Yu Andrea Madotto Pascale Fung 25 24 0 11 Apr 2022
An Overview of Indian Language Datasets used for Text Summarization Shagun Sinha Girish Nath Jha 22 5 0 30 Mar 2022
Entity-driven Fact-aware Abstractive Summarization of Biomedical Literature Amanuel Alambo Tanvi Banerjee K. Thirunarayan M. Raymer MedIm 18 7 0 30 Mar 2022
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation Shashi Narayan Gonccalo Simoes Yao-Min Zhao Joshua Maynez Dipanjan Das Michael Collins Mirella Lapata 29 30 0 28 Mar 2022
Towards Abstractive Grounded Summarization of Podcast Transcripts Kaiqiang Song Chen Li Xiaoyang Wang Dong Yu Fei Liu 35 9 0 22 Mar 2022
Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models Ning Ding Yujia Qin Guang Yang Fu Wei Zonghan Yang ... Jianfei Chen Yang Liu Jie Tang Juan Li Maosong Sun 32 196 0 14 Mar 2022
Unsupervised Multi-Granularity Summarization Ming Zhong Yang Liu Suyu Ge Yuning Mao Yizhu Jiao Xingxing Zhang Yichong Xu Chenguang Zhu Michael Zeng Jiawei Han 87 8 0 29 Jan 2022
Proposition-Level Clustering for Multi-Document Summarization Ori Ernst Avi Caciularu Ori Shapira Ramakanth Pasunuru Joey Tianyi Zhou Jacob Goldberger Ido Dagan 24 17 0 16 Dec 2021
LongT5: Efficient Text-To-Text Transformer for Long Sequences Mandy Guo Joshua Ainslie David C. Uthus Santiago Ontanon Jianmo Ni Yun-hsuan Sung Yinfei Yang VLM 31 307 0 15 Dec 2021
Discourse-Aware Soft Prompting for Text Generation Marjan Ghazvininejad Vladimir Karpukhin Vera Gor Asli Celikyilmaz 31 6 0 10 Dec 2021
On Transferability of Prompt Tuning for Natural Language Processing Yusheng Su Xiaozhi Wang Yujia Qin Chi-Min Chan Yankai Lin ... Peng Li Juanzi Li Lei Hou Maosong Sun Jie Zhou AAML VLM 26 98 0 12 Nov 2021
AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization Alexander R. Fabbri Xiaojian Wu Srini Iyer Haoran Li Mona T. Diab 24 14 0 11 Nov 2021
SgSum: Transforming Multi-document Summarization into Sub-graph Selection Moye Chen Wei Li Jiachen Liu Xinyan Xiao Hua Wu Haifeng Wang 38 22 0 25 Oct 2021
Topic-Guided Abstractive Multi-Document Summarization Peng Cui Le Hu 26 39 0 21 Oct 2021
Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings Shaopeng Lai Ante Wang Fandong Meng Jie Zhou Yubin Ge Jiali Zeng Junfeng Yao Degen Huang Jinsong Su 38 8 0 13 Oct 2021
QA-Align: Representing Cross-Text Content Overlap by Aligning Question-Answer Propositions Daniel Weiss Paul Roit Ayal Klein Ori Ernst Ido Dagan 28 18 0 26 Sep 2021
Dependency Structure for News Document Summarization Congbo Ma Wei Emma Zhang Hu Wang Shubham Gupta Mingyu Guo 24 2 0 23 Sep 2021
Scale Efficiently: Insights from Pre-training and Fine-tuning Transformers Yi Tay Mostafa Dehghani J. Rao W. Fedus Samira Abnar Hyung Won Chung Sharan Narang Dani Yogatama Ashish Vaswani Donald Metzler 206 110 0 22 Sep 2021
MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization Xinnuo Xu Ondrej Dusek Shashi Narayan Verena Rieser Ioannis Konstas HILM 28 6 0 22 Sep 2021
StreamHover: Livestream Transcript Summarization and Annotation Sangwoo Cho Franck Dernoncourt Timothy Jeewun Ganter Trung Bui Nedim Lipka Walter Chang Hailin Jin Jonathan Brandt H. Foroosh Fei Liu 3DGS AI4TS 24 29 0 11 Sep 2021