Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization

19 August 2018

Papers citing "Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization"

25 / 25 papers shown

Title
A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization Chenhui Shen Liying Cheng Xuan-Phi Nguyen Yang You Lidong Bing 20 10 0 15 May 2023
Generating Query Focused Summaries without Fine-tuning the Transformer-based Pre-trained Models D. Abdullah Shamanth Nayak Gandharv Suri Yllias Chali 22 2 0 10 Mar 2023
Mining both Commonality and Specificity from Multiple Documents for Multi-Document Summarization Bing Ma 28 3 0 05 Mar 2023
Curriculum-Guided Abstractive Summarization Sajad Sotudeh Hanieh Deilamsalehy Franck Dernoncourt Nazli Goharian 32 1 0 02 Feb 2023
Parallel Hierarchical Transformer with Attention Alignment for Abstractive Multi-Document Summarization Ye Ma Lu Zong 24 0 0 16 Aug 2022
NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias Nayeon Lee Yejin Bang Tiezheng Yu Andrea Madotto Pascale Fung 17 24 0 11 Apr 2022
Entity-driven Fact-aware Abstractive Summarization of Biomedical Literature Amanuel Alambo Tanvi Banerjee K. Thirunarayan M. Raymer MedIm 13 7 0 30 Mar 2022
Proposition-Level Clustering for Multi-Document Summarization Ori Ernst Avi Caciularu Ori Shapira Ramakanth Pasunuru Mohit Bansal Jacob Goldberger Ido Dagan 14 17 0 16 Dec 2021
SgSum: Transforming Multi-document Summarization into Sub-graph Selection Moye Chen Wei Li Jiachen Liu Xinyan Xiao Hua-Hong Wu Haifeng Wang 21 22 0 25 Oct 2021
Text Summarization with Latent Queries Yumo Xu Mirella Lapata RALM HILM 12 10 0 31 May 2021
BASS: Boosting Abstractive Summarization with Unified Semantic Graph Wenhao Wu Wei Li Xinyan Xiao Jiachen Liu Ziqiang Cao Sujian Li Hua-Hong Wu Haifeng Wang 28 45 0 25 May 2021
Nutribullets Hybrid: Multi-document Health Summarization Darsh J. Shah L. Yu Tao Lei Regina Barzilay 33 3 0 08 Apr 2021
WikiAsp: A Dataset for Multi-domain Aspect-based Summarization Hiroaki Hayashi Prashant Budania Peng Wang Chris Ackerson Raj Neervannan Graham Neubig 26 64 0 16 Nov 2020
Multi-document Summarization via Deep Learning Techniques: A Survey Congbo Ma W. Zhang Mingyu Guo Hu Wang Quan Z. Sheng 13 125 0 10 Nov 2020
Corpora Evaluation and System Bias Detection in Multi-document Summarization Alvin Dey Tanya Chowdhury Yash Kumar Atri Tanmoy Chakraborty 9 8 0 05 Oct 2020
Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning Yuning Mao Yanru Qu Yiqing Xie Xiang Ren Jiawei Han AI4TS 15 45 0 30 Sep 2020
Query Understanding via Intent Description Generation Ruqing Zhang Jiafeng Guo Yixing Fan Yanyan Lan Xueqi Cheng 21 17 0 25 Aug 2020
Massive Multi-Document Summarization of Product Reviews with Weak Supervision Ori Shapira Ran Levy ELM 23 12 0 22 Jul 2020
SummPip: Unsupervised Multi-Document Summarization with Sentence Graph Compression Jinming Zhao Ming Liu Longxiang Gao Yuan Jin Lan Du He Zhao Heng Zhang Gholamreza Haffari 6 64 0 17 Jul 2020
Generating Representative Headlines for News Stories Xiaotao Gu Yuning Mao Jiawei Han Jialu Liu Hongkun Yu You Wu Cong Yu Daniel Finnie Jiaqi Zhai Nicholas Zukoski 22 70 0 26 Jan 2020
Contrastive Multi-document Question Generation W. Cho Yizhe Zhang Sudha Rao Asli Celikyilmaz Chenyan Xiong Jianfeng Gao Mengdi Wang Bill Dolan SyDa 12 28 0 08 Nov 2019
Learning to Create Sentence Semantic Relation Graphs for Multi-Document Summarization Diego Antognini Boi Faltings 11 22 0 20 Sep 2019
Guiding Extractive Summarization with Question-Answering Rewards Kristjan Arumae Fei Liu 31 33 0 04 Apr 2019
Language as a Latent Variable: Discrete Generative Models for Sentence Compression Yishu Miao Phil Blunsom 201 223 0 23 Sep 2016
Determinantal point processes for machine learning Alex Kulesza B. Taskar 162 1,122 0 25 Jul 2012