Discourse-Aware Neural Extractive Text Summarization

30 October 2019

Papers citing "Discourse-Aware Neural Extractive Text Summarization"

50 / 113 papers shown

Title
Improving Topic Segmentation by Injecting Discourse Dependencies Linzi Xing Patrick Huber Giuseppe Carenini 43 7 0 18 Sep 2022
APPDIA: A Discourse-aware Transformer-based Style Transfer Model for Offensive Social Media Conversations Katherine Atwell Sabit Hassan Malihe Alikhani 49 30 0 17 Sep 2022
Extractive is not Faithful: An Investigation of Broad Unfaithfulness Problems in Extractive Summarization Shiyue Zhang David Wan Mohit Bansal HILM 52 27 0 08 Sep 2022
Entity-based SpanCopy for Abstractive Summarization to Improve the Factual Consistency Wen Xiao Giuseppe Carenini HILM 18 16 0 07 Sep 2022
GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization Qianqian Xie Jimin Huang Tulika Saha Sophia Ananiadou 27 25 0 21 Aug 2022
Discourse-Aware Graph Networks for Textual Logical Reasoning Yinya Huang Lemao Liu Kun Xu Meng Fang Liang Lin Xi Liang NAI 18 5 0 04 Jul 2022
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics Huan Yee Koh Jiaxin Ju Ming Liu Shirui Pan 73 122 0 03 Jul 2022
Leveraging Locality in Abstractive Text Summarization Yixin Liu Ansong Ni Linyong Nan Budhaditya Deb Chenguang Zhu Ahmed Hassan Awadallah Dragomir R. Radev 21 18 0 25 May 2022
Generating Tips from Song Reviews: A New Dataset and Framework Jingya Zang Cuiyun Gao Yupan Chen Ruifeng Xu Lanjun Zhou Xuan Wang 18 1 0 14 May 2022
Logiformer: A Two-Branch Graph Transformer Network for Interpretable Logical Reasoning Fangzhi Xu Jun Liu Qika Lin Yudai Pan Lingling Zhang 21 24 0 02 May 2022
Knowledge-aware Document Summarization: A Survey of Knowledge, Embedding Methods and Architectures Yutong Qu Wei Emma Zhang Jian Yang Lingfei Wu Jia Wu AI4TS 17 7 0 24 Apr 2022
Re-Examining System-Level Correlations of Automatic Summarization Evaluation Metrics Daniel Deutsch Rotem Dror Dan Roth 13 44 0 21 Apr 2022
OTExtSum: Extractive Text Summarisation with Optimal Transport Peggy Tang Kun Hu Rui Yan Lei Zhang Junbin Gao Zhiyong Wang OT 8 11 0 21 Apr 2022
Towards Unification of Discourse Annotation Frameworks Yingxue Fu 9 6 0 16 Apr 2022
Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-Centric Summarization Zhenjie Zhao Yufang Hou Dakuo Wang Mo Yu Chengzhong Liu Xiaojuan Ma AI4Ed 27 41 0 27 Mar 2022
Language modeling via stochastic processes Rose E. Wang Esin Durmus Noah D. Goodman Tatsunori Hashimoto BDL AI4TS 25 24 0 21 Mar 2022
HIBRIDS: Attention with Hierarchical Biases for Structure-aware Long Document Summarization Shuyang Cao Lu Wang 64 36 0 21 Mar 2022
DiscoScore: Evaluating Text Generation with BERT and Discourse Coherence Wei-Ye Zhao Michael Strube Steffen Eger 19 37 0 26 Jan 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
Massive-scale Decoding for Text Generation using Lattices Jiacheng Xu Siddhartha Reddy Jonnalagadda Greg Durrett AI4CE 25 8 0 14 Dec 2021
Predicting Above-Sentence Discourse Structure using Distant Supervision from Topic Segmentation Patrick Huber Linzi Xing Giuseppe Carenini 22 7 0 12 Dec 2021
Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation Raymond Li Wen Xiao Linzi Xing Lanjun Wang Gabriel Murray Giuseppe Carenini ViT 25 7 0 10 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
Improving Multi-Party Dialogue Discourse Parsing via Domain Integration Zhengyuan Liu Nancy F. Chen 24 33 0 09 Oct 2021
Improving Stack Overflow question title generation with copying enhanced CodeBERT model and bi-modal information Fengji Zhang Xiao Yu J. Keung Fuyang Li Zhiwen Xie Zhen Yang Caoyuan Ma Zhimin Zhang 35 25 0 27 Sep 2021
COSMic: A Coherence-Aware Generation Metric for Image Descriptions Mert Inan P. Sharma Baber Khalid Radu Soricut Matthew Stone Malihe Alikhani EGVM 21 13 0 11 Sep 2021
Enhanced Speaker-aware Multi-party Multi-turn Dialogue Comprehension Xinbei Ma Zhuosheng Zhang Hai Zhao 17 23 0 09 Sep 2021
Monolingual versus Multilingual BERTology for Vietnamese Extractive Multi-Document Summarization H. To Kiet Van Nguyen N. Nguyen A. Nguyen 17 9 0 31 Aug 2021
Multiplex Graph Neural Network for Extractive Text Summarization Baoyu Jing Zeyu You Tao Yang Wei Fan Hanghang Tong 10 43 0 29 Aug 2021
Hierarchical Summarization for Longform Spoken Dialog Daniel Li Thomas Chen Albert Tung Lydia B. Chilton 20 19 0 21 Aug 2021
"A Virus Has No Religion": Analyzing Islamophobia on Twitter During the COVID-19 Outbreak Mohit Chandra Manvith Reddy Shradha Sehgal Saurabh Gupta Arun Balaji Buduru Ponnurangam Kumaraguru 21 41 0 11 Jul 2021
Coreference-Aware Dialogue Summarization Zhengyuan Liu Ke Shi Nancy F. Chen 16 59 0 16 Jun 2021
W-RST: Towards a Weighted RST-style Discourse Framework Patrick Huber Wen Xiao Giuseppe Carenini 24 3 0 04 Jun 2021
Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution Jiacheng Xu Greg Durrett 22 16 0 03 Jun 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
Pretrained Language Models for Text Generation: A Survey Junyi Li Tianyi Tang Wayne Xin Zhao Ji-Rong Wen LM&MA VLM SyDa 30 183 0 21 May 2021
Analysis of GraphSum's Attention Weights to Improve the Explainability of Multi-Document Summarization M. Hickmann Fabian Wurzberger Megi Hoxhalli Arne Lochner Jessica Töllich A. Scherp 11 1 0 19 May 2021
DialogSum: A Real-Life Scenario Dialogue Summarization Dataset Yulong Chen Yang Liu Liang Chen Yue Zhang 17 220 0 14 May 2021
Chop Chop BERT: Visual Question Answering by Chopping VisualBERT's Heads Chenyu Gao Qi Zhu Peng Wang Qi Wu 8 2 0 30 Apr 2021
Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs Jiaao Chen Diyi Yang 17 96 0 16 Apr 2021
Hierarchical Learning for Generation with Long Source Sequences T. Rohde Xiaoxia Wu Yinhan Liu BDL VLM 9 56 0 15 Apr 2021
Predicting Discourse Trees from Transformer-based Neural Summarizers Wen Xiao Patrick Huber Giuseppe Carenini 21 14 0 14 Apr 2021
What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization Griffin Adams Emily Alsentzer Mert Ketenci Jason Zucker Noémie Elhadad 35 46 0 12 Apr 2021
DAGN: Discourse-Aware Graph Network for Logical Reasoning Yinya Huang Meng Fang Yu Cao Liwei Wang Xiaodan Liang 16 57 0 26 Mar 2021
Privacy-Preserving Graph Convolutional Networks for Text Classification Timour Igamberdiev Ivan Habernal GNN 31 33 0 10 Feb 2021
Speech Recognition by Simply Fine-tuning BERT Wen-Chin Huang Chia-Hua Wu Shang-Bao Luo Kuan-Yu Chen Hsin-Min Wang T. Toda 70 28 0 30 Jan 2021
Code Summarization with Structure-induced Transformer Hongqiu Wu Hai Zhao Min Zhang 28 84 0 29 Dec 2020
On Generating Extended Summaries of Long Documents Sajad Sotudeh Arman Cohan Nazli Goharian 13 17 0 28 Dec 2020
An End-to-End Document-Level Neural Discourse Parser Exploiting Multi-Granularity Representations Ke Shi Zhengyuan Liu Nancy F. Chen 11 7 0 21 Dec 2020
What Makes a Good and Useful Summary? Incorporating Users in Automatic Summarization Research Maartje ter Hoeve Julia Kiseleva Maarten de Rijke 17 6 0 14 Dec 2020