Structure-Infused Copy Mechanisms for Abstractive Summarization

14 June 2018

Papers citing "Structure-Infused Copy Mechanisms for Abstractive Summarization"

45 / 45 papers shown

Title
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 37 17 0 17 Jun 2024
A Modular Approach for Multimodal Summarization of TV Shows Louis Mahon Mirella Lapata 26 9 0 06 Mar 2024
TrICy: Trigger-guided Data-to-text Generation with Intent aware Attention-Copy Vibhav Agarwal Sourav Ghosh Harichandana Bss Himanshu Arora Barath Raj Kandur Raja 38 2 0 25 Jan 2024
Fusing Multimodal Signals on Hyper-complex Space for Extreme Abstractive Text Summarization (TL;DR) of Scientific Contents Yash Kumar Atri Vikram Goyal Tanmoy Chakraborty 22 9 0 24 Jun 2023
Text-Blueprint: An Interactive Platform for Plan-based Conditional Generation Fantine Huot Joshua Maynez Shashi Narayan Reinald Kim Amplayo Kuzman Ganchev Annie Louis Anders Sandholm Dipanjan Das Mirella Lapata 24 7 0 28 Apr 2023
mFACE: Multilingual Summarization with Factual Consistency Evaluation Roee Aharoni Shashi Narayan Joshua Maynez Jonathan Herzig Elizabeth Clark Mirella Lapata HILM 25 43 0 20 Dec 2022
Prompted Opinion Summarization with GPT-3.5 Adithya Bhaskar Alexander R. Fabbri Greg Durrett ELM 11 51 0 29 Nov 2022
Abstractive Summarization Guided by Latent Hierarchical Document Structure Yifu Qiu Shay B. Cohen 23 12 0 17 Nov 2022
Conditional Generation with a Question-Answering Blueprint Shashi Narayan Joshua Maynez Reinald Kim Amplayo Kuzman Ganchev Annie Louis Fantine Huot Anders Sandholm Dipanjan Das Mirella Lapata 54 47 0 01 Jul 2022
Proposition-Level Clustering for Multi-Document Summarization Ori Ernst Avi Caciularu Ori Shapira Ramakanth Pasunuru Mohit Bansal Jacob Goldberger Ido Dagan 16 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
Evaluation of Abstractive Summarisation Models with Machine Translation in Deliberative Processes Miguel Arana Catania Rob Procter Yulan He Maria Liakata 11 3 0 12 Oct 2021
Controllable Summarization with Constrained Markov Decision Process Hou Pong Chan Lu Wang Irwin King 205 21 0 07 Aug 2021
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization Yichen Jiang Asli Celikyilmaz P. Smolensky Paul Soulos Sudha Rao Hamid Palangi Roland Fernandez Caitlin Smith Mohit Bansal Jianfeng Gao 24 19 0 02 Jun 2021
See, Hear, Read: Leveraging Multimodality with Guided Attention for Abstractive Text Summarization Yash Kumar Atri Shraman Pramanick Vikram Goyal Tanmoy Chakraborty 34 32 0 20 May 2021
FFCI: A Framework for Interpretable Automatic Evaluation of Summarization Fajri Koto Timothy Baldwin Jey Han Lau HILM 24 37 0 27 Nov 2020
CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models Abhinav Singh Patrick Xia Guanghui Qin M. Yarmohammadi Benjamin Van Durme SyDa 15 2 0 28 Oct 2020
Lexicon-constrained Copying Network for Chinese Abstractive Summarization Boyan Wan Mishal Sohail 16 2 0 16 Oct 2020
A Self-supervised Representation Learning of Sentence Structure for Authorship Attribution Fereshteh Jafariakinabad K. Hua NAI SSL 21 17 0 14 Oct 2020
Evaluating Factuality in Generation with Dependency-level Entailment Tanya Goyal Greg Durrett 15 146 0 12 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
Noisy Self-Knowledge Distillation for Text Summarization Yang Liu S. Shen Mirella Lapata 25 44 0 15 Sep 2020
Query Understanding via Intent Description Generation Ruqing Zhang Jiafeng Guo Yixing Fan Yanyan Lan Xueqi Cheng 24 17 0 25 Aug 2020
Selective Attention Encoders by Syntactic Graph Convolutional Networks for Document Summarization Haiyang Xu Yun Wang Kun Han Baochang Ma Junwen Chen Xiangang Li GNN 25 10 0 18 Mar 2020
StructSum: Summarization via Structured Representations Vidhisha Balachandran Artidoro Pagnoni Jay Yoon Lee Dheeraj Rajagopal J. Carbonell Yulia Tsvetkov 11 9 0 01 Mar 2020
Controlling the Amount of Verbatim Copying in Abstractive Summarization Kaiqiang Song Bingqing Wang Z. Feng Liu Ren Fei Liu 13 51 0 23 Nov 2019
Joint Parsing and Generation for Abstractive Summarization Kaiqiang Song Logan Lebanoff Qipeng Guo Xipeng Qiu Xiangyang Xue Chen Li Dong Yu Fei Liu 19 29 0 23 Nov 2019
Contrastive Attention Mechanism for Abstractive Sentence Summarization Xiangyu Duan Hongfei Yu Mingming Yin Min Zhang Weihua Luo Yue Zhang 11 48 0 29 Oct 2019
Multi-Document Summarization with Determinantal Point Processes and Contextualized Representations Sangwoo Cho Chen Li Dong Yu H. Foroosh Fei Liu 21 15 0 24 Oct 2019
Analyzing Sentence Fusion in Abstractive Summarization Logan Lebanoff John Muchovej Franck Dernoncourt Doo Soon Kim Seokhwan Kim W. Chang Fei Liu 13 42 0 01 Oct 2019
Controllable Length Control Neural Encoder-Decoder via Reinforcement Learning Junyi Bian Baojun Lin Kecheng Zhang Zhaohui Yan H. Tang Yonghe Zhang 14 5 0 17 Sep 2019
HighRES: Highlight-based Reference-less Evaluation of Summarization Hardy Hardy Shashi Narayan Andreas Vlachos 17 73 0 04 Jun 2019
Scoring Sentence Singletons and Pairs for Abstractive Summarization Logan Lebanoff Kaiqiang Song Franck Dernoncourt Doo Soon Kim Seokhwan Kim W. Chang Fei Liu CVBM 11 103 0 31 May 2019
Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document Summarization Sangwoo Cho Logan Lebanoff H. Foroosh Fei Liu 11 53 0 31 May 2019
Point-less: More Abstractive Summarization with Pointer-Generator Networks Freek Boutkan Jorn Ranzijn David Rau E. V. D. Wel 11 6 0 18 Apr 2019
Guiding Extractive Summarization with Question-Answering Rewards Kristjan Arumae Fei Liu 31 33 0 04 Apr 2019
A Large-Scale Multi-Length Headline Corpus for Analyzing Length-Constrained Headline Generation Model Evaluation Yuta Hitomi Yuya Taguchi Hideaki Tamori Ko Kikuta Jiro Nishitoba Naoaki Okazaki Kentaro Inui Manabu Okumura 15 9 0 28 Mar 2019
Neural Abstractive Text Summarization with Sequence-to-Sequence Models Tian Shi Yaser Keneshloo Naren Ramakrishnan Chandan K. Reddy 25 225 0 05 Dec 2018
Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization Logan Lebanoff Kaiqiang Song Fei Liu 17 156 0 19 Aug 2018
A Novel ILP Framework for Summarizing Content with High Lexical Variety Wencan Luo Fei Liu Zitao Liu Diane Litman 14 5 0 25 Jul 2018
Abstract Meaning Representation for Multi-Document Summarization Kexin Liao Logan Lebanoff Fei Liu 17 105 0 14 Jun 2018
Reinforced Extractive Summarization with Question-Focused Rewards Kristjan Arumae Fei Liu 11 31 0 25 May 2018
Regularizing Output Distribution of Abstractive Chinese Social Media Text Summarization for Improved Semantic Consistency Bingzhen Wei Xuancheng Ren Xu Sun Yi Zhang Xiaoyan Cai Qi Su 11 18 0 10 May 2018
Language as a Latent Variable: Discrete Generative Models for Sentence Compression Yishu Miao Phil Blunsom 201 223 0 23 Sep 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015