Discourse-Aware Neural Extractive Text Summarization

30 October 2019

Papers citing "Discourse-Aware Neural Extractive Text Summarization"

50 / 113 papers shown

Title
Explanatory Summarization with Discourse-Driven Planning Dongqi Liu Xi Yu Vera Demberg Mirella Lapata 45 0 0 27 Apr 2025
Probing LLMs for Multilingual Discourse Generalization Through a Unified Label Set Florian Eichin Y. Liu Barbara Plank Michael A. Hedderich 39 0 0 13 Mar 2025
Beyond One-Size-Fits-All Summarization: Customizing Summaries for Diverse Users Mehmet Samet Duran Tevfik Aytekin 50 0 0 10 Mar 2025
Prove Your Point!: Bringing Proof-Enhancement Principles to Argumentative Essay Generation Ruiyu Xiao Lei Wu Yuhang Gou Weinan Zhang Ting Liu 23 0 0 30 Oct 2024
GraphLSS: Integrating Lexical, Structural, and Semantic Features for Long Document Extractive Summarization M. Bugueño Hazem Abou Hamdan Gerard de Melo 24 0 0 25 Oct 2024
Integrating Planning into Single-Turn Long-Form Text Generation Yi Liang You Wu Honglei Zhuang Li Chen Jiaming Shen ... Zhen Qin Sumit Sanghai Xuanhui Wang Carl Yang Michael Bendersky 48 3 0 08 Oct 2024
Leveraging Long-Context Large Language Models for Multi-Document Understanding and Summarization in Enterprise Applications Aditi Godbole Jabin Geevarghese George Smita Shandilya 19 3 0 27 Sep 2024
Extract-and-Abstract: Unifying Extractive and Abstractive Summarization within Single Encoder-Decoder Framework Yuping Wu Hao Li Hongbo Zhu Goran Nenadic Xiao-Jun Zeng 26 0 0 18 Sep 2024
Implicit Discourse Relation Classification For Nigerian Pidgin Muhammed Saeed Peter Bourgonje Vera Demberg 32 1 0 26 Jun 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 35 16 0 17 Jun 2024
InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models Juseon-Do Jingun Kwon Hidetaka Kamigaito Manabu Okumura 26 2 0 16 Jun 2024
SumHiS: Extractive Summarization Exploiting Hidden Structure Tikhonov Pavel Anastasiya Ianina Valentin Malykh 23 1 0 12 Jun 2024
Write Summary Step-by-Step: A Pilot Study of Stepwise Summarization Xiuying Chen Shen Gao Mingzhe Li Qingqing Zhu Xin Gao Xiangliang Zhang 30 0 0 08 Jun 2024
Leveraging Discourse Structure for Extractive Meeting Summarization Virgile Rennard Guokan Shang Michalis Vazirgiannis Julie Hunter 24 1 0 17 May 2024
DMON: A Simple yet Effective Approach for Argument Structure Learning Wei Sun Mingxiao Li Jingyuan Sun Jesse Davis Marie-Francine Moens 41 0 0 02 May 2024
RST-LoRA: A Discourse-Aware Low-Rank Adaptation for Long Document Abstractive Summarization Dongqi Pu Vera Demberg 38 5 0 01 May 2024
Modeling Unified Semantic Discourse Structure for High-quality Headline Generation Minghui Xu Hao Fei Fei Li Shengqiong Wu Rui Sun Chong Teng Donghong Ji 27 0 0 23 Mar 2024
Can we obtain significant success in RST discourse parsing by using Large Language Models? Aru Maekawa Tsutomu Hirao Hidetaka Kamigaito Manabu Okumura 21 2 0 08 Mar 2024
A Second Look on BASS -- Boosting Abstractive Summarization with Unified Semantic Graphs -- A Replication Study Osman Alperen Koras Jorg Schlotterer Christin Seifert 34 1 0 05 Mar 2024
Prompting Implicit Discourse Relation Annotation Frances Yung Mansoor Ahmad Merel C. J. Scholman Vera Demberg LRM 15 1 0 07 Feb 2024
Synergizing Machine Learning & Symbolic Methods: A Survey on Hybrid Approaches to Natural Language Processing Rrubaa Panchendrarajan A. Zubiaga 25 7 0 22 Jan 2024
Machine Translation Testing via Syntactic Tree Pruning Quanjun Zhang Juan Zhai Chunrong Fang Jiawei Liu Weisong Sun Haichuan Hu Qingyu Wang 18 3 0 01 Jan 2024
Coreference Graph Guidance for Mind-Map Generation Zhuowei Zhang Mengting Hu Yinhao Bai Zhen Zhang 22 0 0 19 Dec 2023
Picking the Underused Heads: A Network Pruning Perspective of Attention Head Selection for Fusing Dialogue Coreference Information Zhengyuan Liu Nancy F. Chen 21 1 0 15 Dec 2023
DisCGen: A Framework for Discourse-Informed Counterspeech Generation Sabit Hassan Malihe Alikhani 38 13 0 29 Nov 2023
Unsupervised Multi-document Summarization with Holistic Inference Haopeng Zhang Sangwoo Cho Kaiqiang Song Xiaoyang Wang Hongwei Wang Jiawei Zhang Dong Yu 21 3 0 08 Sep 2023
MedNgage: A Dataset for Understanding Engagement in Patient-Nurse Conversations Yan Wang H. Donovan Sabit Hassan Mailhe Alikhani 26 2 0 31 May 2023
Incorporating Distributions of Discourse Structure for Long Document Abstractive Summarization Dongqi Pu Yifa Wang Vera Demberg 29 21 0 26 May 2023
AaKOS: Aspect-adaptive Knowledge-based Opinion Summarization Guan-Hua Wang Weihua Li E. Lai Quan-wei Bai 13 0 0 26 May 2023
Language Model Tokenizers Introduce Unfairness Between Languages Aleksandar Petrov Emanuele La Malfa Philip H. S. Torr Adel Bibi 16 96 0 17 May 2023
Understanding Social Media Cross-Modality Discourse in Linguistic Space Chunpu Xu Hanzhuo Tan Jing Li Piji Li 19 5 0 26 Feb 2023
Summaries as Captions: Generating Figure Captions for Scientific Documents with Automated Text Summarization Huang Chieh-Yang Ting-Yao Hsu Ryan A. Rossi A. Nenkova Sungchul Kim G. Chan Eunyee Koh C. Lee Giles Ting-Hao 'Kenneth' Huang 14 16 0 23 Feb 2023
Why Can't Discourse Parsing Generalize? A Thorough Investigation of the Impact of Data Diversity Yang Janet Liu Amir Zeldes 8 18 0 13 Feb 2023
Discourse Structure Extraction from Pre-Trained and Fine-Tuned Language Models in Dialogues Chuyuan Li Patrick Huber Wen Xiao M. Amblard Chloé Braud Giuseppe Carenini 28 8 0 12 Feb 2023
An entity-guided text summarization framework with relational heterogeneous graph neural network Jingqiang Chen 15 4 0 07 Feb 2023
Transform, Contrast and Tell: Coherent Entity-Aware Multi-Image Captioning Jingqiang Chen 14 3 0 04 Feb 2023
Curriculum-Guided Abstractive Summarization Sajad Sotudeh Hanieh Deilamsalehy Franck Dernoncourt Nazli Goharian 32 1 0 02 Feb 2023
GAE-ISumm: Unsupervised Graph-Based Summarization of Indian Languages Lakshmi Sireesha Vakada Anudeep Ch Mounika Marreddy S. Oota R. Mamidi 20 1 0 25 Dec 2022
Scientific Paper Extractive Summarization Enhanced by Citation Graphs Xiuying Chen Mingzhe Li Shen Gao Rui Yan Xin Gao Xiangliang Zhang 17 12 0 08 Dec 2022
KATSum: Knowledge-aware Abstractive Text Summarization Guan-Hua Wang Weihua Li E. Lai Jianhua Jiang 13 2 0 06 Dec 2022
GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized discourse state Junyi Bian Xiaodi Huang Hong Zhou Shanfeng Zhu 19 11 0 18 Nov 2022
Evaluating the Factual Consistency of Large Language Models Through News Summarization Derek Tam Anisha Mascarenhas Shiyue Zhang Sarah Kwan Mohit Bansal Colin Raffel HILM 25 96 0 15 Nov 2022
Computing and Exploiting Document Structure to Improve Unsupervised Extractive Summarization of Legal Case Decisions Yang Zhong Diane Litman 13 5 0 06 Nov 2022
Universal Evasion Attacks on Summarization Scoring Wenchuan Mu Kwan Hui Lim AAML 30 1 0 25 Oct 2022
GCDT: A Chinese RST Treebank for Multigenre and Multilingual Discourse Parsing Siyao Peng Yang Janet Liu Amir Zeldes 22 9 0 19 Oct 2022
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing Naoki Kobayashi Tsutomu Hirao Hidetaka Kamigaito Manabu Okumura Masaaki Nagata 27 11 0 15 Oct 2022
Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition Hao Zhou Man Lan Yuanbin Wu YueFeng Chen Meirong Ma 22 26 0 13 Oct 2022
Discourse Analysis via Questions and Answers: Parsing Dependency Structures of Questions Under Discussion Wei-Jen Ko Yating Wu Cutter Dalton Dananjay Srinivas Greg Durrett Junyi Jessy Li 17 9 0 12 Oct 2022
EDU-level Extractive Summarization with Varying Summary Lengths Yuping Wu Ching-Hsun Tseng Jia-Yu Shang Shengzhong Mao Goran Nenadic Xiaojun Zeng 19 4 0 08 Oct 2022
Text Summarization with Oracle Expectation Yumo Xu Mirella Lapata VLM 14 4 0 26 Sep 2022