Ranking Sentences for Extractive Summarization with Reinforcement Learning

23 February 2018

Papers citing "Ranking Sentences for Extractive Summarization with Reinforcement Learning"

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Title
Sentence Embeddings as an intermediate target in end-to-end summarisation Maciej Zembrzuski Saad Mahamood 42 0 0 06 May 2025
Context-Aware Hierarchical Merging for Long Document Summarization Litu Ou Mirella Lapata MoMe 195 1 0 03 Feb 2025
IL-TUR: Benchmark for Indian Legal Text Understanding and Reasoning Abhinav Joshi Shounak Paul Akshat Sharma Pawan Goyal Saptarshi Ghosh Ashutosh Modi AILaw ELM 34 7 0 07 Jul 2024
Exploring News Summarization and Enrichment in a Highly Resource-Scarce Indian Language: A Case Study of Mizo Abhinaba Bala Ashok Urlana Rahul Mishra Parameswari Krishnamurthy 20 2 0 25 Apr 2024
Supervising the Centroid Baseline for Extractive Multi-Document Summarization Simão Gonçalves Gonçalo M. Correia Diogo Pernes Afonso Mendes 19 1 0 29 Nov 2023
Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review Guanghua Wang Weili Wu AI4TS AILaw 38 3 0 13 Oct 2023
Reinforcement Learning for Generative AI: A Survey Yuanjiang Cao Quan.Z Sheng Julian McAuley Lina Yao SyDa 46 10 0 28 Aug 2023
UMSE: Unified Multi-scenario Summarization Evaluation Shen Gao Zhitao Yao Chongyang Tao Xiuying Chen Pengjie Ren Z. Ren Zhumin Chen 30 5 0 26 May 2023
Legal Extractive Summarization of U.S. Court Opinions Emmanuel J. Bauer Dominik Stammbach Nianlong Gu Elliott Ash AILaw ELM 25 8 0 15 May 2023
San-BERT: Extractive Summarization for Sanskrit Documents using BERT and it's variants Kartikeya Bhatnagar Sampath Lonka Jammi Kunal Mahabala Rao 23 2 0 04 Apr 2023
LR-Sum: Summarization for Less-Resourced Languages Chester Palen-Michel Constantine Lignos 9 4 0 19 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 24 3 0 19 Nov 2022
GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized discourse state Junyi Bian Xiaodi Huang Hong Zhou Shanfeng Zhu 27 11 0 18 Nov 2022
Unsupervised Extractive Summarization with Heterogeneous Graph Embeddings for Chinese Document Chen Lin Ye Liu Siyu An Di Yin 16 1 0 09 Nov 2022
Toward Unifying Text Segmentation and Long Document Summarization Sangwoo Cho Kaiqiang Song Xiaoyang Wang Fei Liu Dong Yu 24 33 0 28 Oct 2022
Universal Evasion Attacks on Summarization Scoring Wenchuan Mu Kwan Hui Lim AAML 35 1 0 25 Oct 2022
HEGEL: Hypergraph Transformer for Long Document Summarization Haopeng Zhang Xiao Liu Jiawei Zhang 25 44 0 09 Oct 2022
COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization Chen An Ming Zhong Zhiyong Wu Qinen Zhu Xuanjing Huang Xipeng Qiu 23 22 0 29 Sep 2022
Informative Text Generation from Knowledge Triples Z. Fu Yi Dong Lidong Bing W. Lam 26 0 0 26 Sep 2022
Unsupervised Opinion Summarization Using Approximate Geodesics Somnath Basu Roy Chowdhury Nicholas Monath Kumar Avinava Dubey Amr Ahmed Snigdha Chaturvedi 47 7 0 15 Sep 2022
AraBART: a Pretrained Arabic Sequence-to-Sequence Model for Abstractive Summarization Moussa Kamal Eddine Nadi Tomeh Nizar Habash Joseph Le Roux Michalis Vazirgiannis 22 44 0 21 Mar 2022
Unsupervised Extractive Opinion Summarization Using Sparse Coding Somnath Basu Roy Chowdhury Chao Zhao Snigdha Chaturvedi 21 25 0 15 Mar 2022
Contextual Networks and Unsupervised Ranking of Sentences Hao Zhang Youyu Zhou Jie Wang 20 5 0 09 Mar 2022
SciBERTSUM: Extractive Summarization for Scientific Documents Athar Sefid C. Lee Giles 25 9 0 21 Jan 2022
Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark Naman Bansal Mousumi Akter Shubhra (Santu) Karmaker 31 0 0 14 Jan 2022
Towards Interactive Language Modeling Maartje ter Hoeve Evgeny Kharitonov Dieuwke Hupkes Emmanuel Dupoux 26 4 0 14 Dec 2021
InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation Pierre Colombo Chloe Clave Pablo Piantanida 32 41 0 02 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
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 18 29 0 11 Sep 2021
Multiplex Graph Neural Network for Extractive Text Summarization Baoyu Jing Zeyu You Tao Yang Wei Fan Hanghang Tong 18 43 0 29 Aug 2021
Automatic Text Evaluation through the Lens of Wasserstein Barycenters Pierre Colombo Guillaume Staerman Chloé Clavel Pablo Piantanida 27 41 0 27 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 92 31 0 12 Aug 2021
BARTScore: Evaluating Generated Text as Text Generation Weizhe Yuan Graham Neubig Pengfei Liu 11 806 0 22 Jun 2021
How well do you know your summarization datasets? Priyam Tejaswin Dhruv Naik Peng Liu 25 26 0 21 Jun 2021
Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection Sihao Chen Fan Zhang Kazoo Sone Dan Roth HILM 36 104 0 19 Apr 2021
Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning Yichao Luo Yige Xu Jiacheng Ye Xipeng Qiu Qi Zhang OffRL 24 18 0 18 Apr 2021
Improving Online Forums Summarization via Hierarchical Unified Deep Neural Network Sansiri Tarnpradab Fereshteh Jafariakinabad K. Hua 16 5 0 25 Mar 2021
Extractive Summarization of Call Transcripts Pratik K. Biswas Aleksandr Iakubovich 15 10 0 19 Mar 2021
Advances and Challenges in Conversational Recommender Systems: A Survey Chongming Gao Wenqiang Lei Xiangnan He Maarten de Rijke Tat-Seng Chua 136 273 0 23 Jan 2021
Extractive Opinion Summarization in Quantized Transformer Spaces Stefanos Angelidis Reinald Kim Amplayo Yoshihiko Suhara Xiaolan Wang Mirella Lapata MQ 31 110 0 08 Dec 2020
CTRLsum: Towards Generic Controllable Text Summarization Junxian He Wojciech Kry'sciñski Bryan McCann Nazneen Rajani Caiming Xiong 216 138 0 08 Dec 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
CapWAP: Captioning with a Purpose Adam Fisch Kenton Lee Ming-Wei Chang J. Clark Regina Barzilay 8 11 0 09 Nov 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 22 15 0 03 Nov 2020
VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles Li Mingzhe Xiuying Chen Shen Gao Zhangming Chan Dongyan Zhao Rui Yan 27 82 0 12 Oct 2020
What Have We Achieved on Text Summarization? Dandan Huang Leyang Cui Sen Yang Guangsheng Bao Kun Wang Jun Xie Yue Zhang 29 109 0 09 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
Extracting Summary Knowledge Graphs from Long Documents Zeqiu Wu Rik Koncel-Kedziorski Mari Ostendorf Hannaneh Hajishirzi 35 15 0 19 Sep 2020
Extractive Summarizer for Scholarly Articles Athar Sefid C. Lee Giles P. Mitra 28 0 0 25 Aug 2020