Ranking Sentences for Extractive Summarization with Reinforcement Learning

23 February 2018

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

50 / 104 papers shown

Title
Sentence Embeddings as an intermediate target in end-to-end summarisation Maciej Zembrzuski Saad Mahamood 47 0 0 06 May 2025
Context-Aware Hierarchical Merging for Long Document Summarization Litu Ou Mirella Lapata MoMe 251 1 0 03 Feb 2025
Advances in Preference-based Reinforcement Learning: A Review Youssef Abdelkareem Shady Shehata Fakhri Karray OffRL 51 9 0 21 Aug 2024
IL-TUR: Benchmark for Indian Legal Text Understanding and Reasoning Abhinav Joshi Shounak Paul Akshat Sharma Pawan Goyal Saptarshi Ghosh Ashutosh Modi AILaw ELM 39 7 0 07 Jul 2024
Utilizing GPT to Enhance Text Summarization: A Strategy to Minimize Hallucinations Hassan Shakil Zeydy Ortiz Grant C. Forbes 21 3 0 07 May 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 30 2 0 25 Apr 2024
Supervising the Centroid Baseline for Extractive Multi-Document Summarization Simão Gonçalves Gonçalo M. Correia Diogo Pernes Afonso Mendes 24 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 53 10 0 28 Aug 2023
UMSE: Unified Multi-scenario Summarization Evaluation Shen Gao Zhitao Yao Chongyang Tao Preslav Nakov 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 39 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 31 2 0 04 Apr 2023
LR-Sum: Summarization for Less-Resourced Languages Chester Palen-Michel Constantine Lignos 17 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 32 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 30 11 0 18 Nov 2022
Unsupervised Extractive Summarization with Heterogeneous Graph Embeddings for Chinese Document Chen Lin Ye Liu Siyu An Di Yin 24 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 38 1 0 25 Oct 2022
HEGEL: Hypergraph Transformer for Long Document Summarization Haopeng Zhang Xiao Liu Jiawei Zhang 33 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 23 0 29 Sep 2022
Informative Text Generation from Knowledge Triples Z. Fu Yi Dong Lidong Bing W. Lam 37 0 0 26 Sep 2022
Unsupervised Opinion Summarization Using Approximate Geodesics Somnath Basu Roy Chowdhury Nicholas Monath Kumar Avinava Dubey Amr Ahmed Snigdha Chaturvedi 49 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 30 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 28 5 0 09 Mar 2022
SciBERTSUM: Extractive Summarization for Scientific Documents Athar Sefid C. Lee Giles 28 10 0 21 Jan 2022
Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark Naman Bansal Mousumi Akter Shubhra (Santu) Karmaker 36 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 34 41 0 02 Dec 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
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
Multiplex Graph Neural Network for Extractive Text Summarization Baoyu Jing Zeyu You Tao Yang Wei Fan Hanghang Tong 23 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 94 31 0 12 Aug 2021
BARTScore: Evaluating Generated Text as Text Generation Weizhe Yuan Graham Neubig Pengfei Liu 50 809 0 22 Jun 2021
How well do you know your summarization datasets? Priyam Tejaswin Dhruv Naik Peng Liu 33 26 0 21 Jun 2021
Towards Automatic Comparison of Data Privacy Documents: A Preliminary Experiment on GDPR-like Laws Kornraphop Kawintiranon Yaguang Liu AILaw 21 4 0 21 May 2021
Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection Sihao Chen Fan Zhang Kazoo Sone Dan Roth HILM 47 104 0 19 Apr 2021
Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning Yichao Luo Yige Xu Jiacheng Ye Xipeng Qiu Qi Zhang OffRL 26 18 0 18 Apr 2021
Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs Jiaao Chen Diyi Yang 25 97 0 16 Apr 2021
Improving Online Forums Summarization via Hierarchical Unified Deep Neural Network Sansiri Tarnpradab Fereshteh Jafariakinabad K. Hua 18 5 0 25 Mar 2021
A Pseudo-Metric between Probability Distributions based on Depth-Trimmed Regions Guillaume Staerman Pavlo Mozharovskyi Pierre Colombo Stéphan Clémenccon Florence dÁlché-Buc OOD 61 17 0 23 Mar 2021
Extractive Summarization of Call Transcripts Pratik K. Biswas Aleksandr Iakubovich 18 10 0 19 Mar 2021
Data Augmentation for Abstractive Query-Focused Multi-Document Summarization Ramakanth Pasunuru Asli Celikyilmaz Michel Galley Chenyan Xiong Yizhe Zhang Joey Tianyi Zhou Jianfeng Gao 21 41 0 02 Mar 2021
Advances and Challenges in Conversational Recommender Systems: A Survey Chongming Gao Wenqiang Lei Xiangnan He Maarten de Rijke Tat-Seng Chua 138 273 0 23 Jan 2021
What Makes a Good and Useful Summary? Incorporating Users in Automatic Summarization Research Maartje ter Hoeve Julia Kiseleva Maarten de Rijke 38 7 0 14 Dec 2020
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 13 126 0 10 Nov 2020