A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents

16 April 2018

Arman Cohan

Papers citing "A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents"

50 / 415 papers shown

Title
arXivEdits: Understanding the Human Revision Process in Scientific Writing Chao Jiang Wei-ping Xu Samuel Stevens 28 21 0 26 Oct 2022
Analyzing Multi-Task Learning for Abstractive Text Summarization Frederic Kirstein Jan Philip Wahle Terry Ruas Bela Gipp 22 4 0 26 Oct 2022
Controlled Text Reduction Aviv Slobodkin Paul Roit Eran Hirsch Ori Ernst Ido Dagan 47 10 0 24 Oct 2022
Understanding Domain Learning in Language Models Through Subpopulation Analysis Zheng Zhao Yftah Ziser Shay B. Cohen 34 6 0 22 Oct 2022
ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts Rajdeep Mukherjee Abhinav Bohra Akash Banerjee Soumya Sharma Manjunath Hegde ... Shivani Shrivastava Koustuv Dasgupta Niloy Ganguly Saptarshi Ghosh Pawan Goyal RALM 41 44 0 22 Oct 2022
Salience Allocation as Guidance for Abstractive Summarization Fei Wang Kaiqiang Song Hongming Zhang Lifeng Jin Sangwoo Cho Wenlin Yao Xiaoyang Wang Muhao Chen Dong Yu 60 32 0 22 Oct 2022
Making Science Simple: Corpora for the Lay Summarisation of Scientific Literature Tomas Goldsack Zhihao Zhang Chenghua Lin Carolina Scarton 26 74 0 18 Oct 2022
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu 29 6 0 18 Oct 2022
Model Criticism for Long-Form Text Generation Yuntian Deng Volodymyr Kuleshov Alexander M. Rush 41 19 0 16 Oct 2022
Self-Repetition in Abstractive Neural Summarizers Nikita Salkar T. Trikalinos Byron C. Wallace A. Nenkova 21 10 0 14 Oct 2022
Legal Case Document Summarization: Extractive and Abstractive Methods and their Evaluation A. Shukla Paheli Bhattacharya Soham Poddar Rajdeep Mukherjee Kripabandhu Ghosh Pawan Goyal Saptarshi Ghosh ELM AILaw 16 48 0 14 Oct 2022
LSG Attention: Extrapolation of pretrained Transformers to long sequences Charles Condevaux S. Harispe 38 24 0 13 Oct 2022
Readability Controllable Biomedical Document Summarization Zheheng Luo Qianqian Xie Sophia Ananiadou 42 36 0 10 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
WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from Paragraphs Hoang Thang Ta Abu Bakar Siddiqur Rahman Navonil Majumder Amir Hussain Lotfollah Najjar N. Howard Soujanya Poria Alexander Gelbukh 32 11 0 27 Sep 2022
News Summarization and Evaluation in the Era of GPT-3 Tanya Goyal Junyi Jessy Li Greg Durrett ELM 31 386 0 26 Sep 2022
Adapting Pretrained Text-to-Text Models for Long Text Sequences Wenhan Xiong Anchit Gupta Shubham Toshniwal Yashar Mehdad Wen-tau Yih RALM VLM 59 30 0 21 Sep 2022
APPDIA: A Discourse-aware Transformer-based Style Transfer Model for Offensive Social Media Conversations Katherine Atwell Sabit Hassan Malihe Alikhani 57 30 0 17 Sep 2022
Entity-based SpanCopy for Abstractive Summarization to Improve the Factual Consistency Wen Xiao Giuseppe Carenini HILM 37 16 0 07 Sep 2022
SynSciPass: detecting appropriate uses of scientific text generation Domenic Rosati DeLMO 53 17 0 07 Sep 2022
ArgLegalSumm: Improving Abstractive Summarization of Legal Documents with Argument Mining Mohamed S. Elaraby Diane Litman AILaw ELM 22 31 0 04 Sep 2022
GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization Qianqian Xie Jimin Huang Tulika Saha Sophia Ananiadou 29 25 0 21 Aug 2022
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization Pengcheng He Baolin Peng Liyang Lu Song Wang Jie Mei ... Chenguang Zhu Wayne Xiong Michael Zeng Jianfeng Gao Xuedong Huang 28 47 0 21 Aug 2022
An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework based on Semantic Blocks Xinnian Liang Jing Li Shuangzhi Wu Jiali Zeng Yufan Jiang Mu Li Zhoujun Li AI4TS 28 6 0 17 Aug 2022
Parallel Hierarchical Transformer with Attention Alignment for Abstractive Multi-Document Summarization Ye Ma Lu Zong 29 0 0 16 Aug 2022
Investigating Efficiently Extending Transformers for Long Input Summarization Jason Phang Yao-Min Zhao Peter J. Liu RALM LLMAG 31 63 0 08 Aug 2022
SMART: Sentences as Basic Units for Text Evaluation Reinald Kim Amplayo Peter J. Liu Yao-Min Zhao Shashi Narayan 30 21 0 01 Aug 2022
Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control Haopeng Zhang Semih Yavuz Wojciech Kry'sciñski Kazuma Hashimoto Yingbo Zhou HILM 35 34 0 05 Jul 2022
Discourse-Aware Graph Networks for Textual Logical Reasoning Yinya Huang Lemao Liu Kun Xu Meng Fang Liang Lin Xi Liang NAI 23 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 81 122 0 03 Jul 2022
Multi-LexSum: Real-World Summaries of Civil Rights Lawsuits at Multiple Granularities Zejiang Shen Kyle Lo L. Yu N. Dahlberg Margo Schlanger Doug Downey ELM AILaw 37 43 0 22 Jun 2022
CHQ-Summ: A Dataset for Consumer Healthcare Question Summarization S. Yadav D. Gupta Dina Demner-Fushman 22 15 0 14 Jun 2022
CLTS+: A New Chinese Long Text Summarization Dataset with Abstractive Summaries Xiaojun Liu Yanan Cao Chuang Zhang Xiaojun Chen Jinpeng Li 31 9 0 09 Jun 2022
TSTR: Too Short to Represent, Summarize with Details! Intro-Guided Extended Summary Generation Sajad Sotudeh Nazli Goharian 4 6 0 02 Jun 2022
X-SCITLDR: Cross-Lingual Extreme Summarization of Scholarly Documents Sotaro Takeshita Tommaso Green Niklas Friedrich Kai Eckert Simone Paolo Ponzetto 19 14 0 30 May 2022
Leveraging Locality in Abstractive Text Summarization Yixin Liu Ansong Ni Linyong Nan Budhaditya Deb Chenguang Zhu Ahmed Hassan Awadallah Dragomir R. Radev 30 18 0 25 May 2022
SQuALITY: Building a Long-Document Summarization Dataset the Hard Way Alex Jinpeng Wang Richard Yuanzhe Pang Angelica Chen Jason Phang Samuel R. Bowman 74 44 0 23 May 2022
Summarization as Indirect Supervision for Relation Extraction Keming Lu I-Hung Hsu Wenxuan Zhou Mingyu Derek Ma Muhao Chen 65 52 0 19 May 2022
CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision Yuning Mao Ming Zhong Jiawei Han 12 14 0 12 May 2022
SuMe: A Dataset Towards Summarizing Biomedical Mechanisms Mohaddeseh Bastan N. Shankar Mihai Surdeanu Niranjan Balasubramanian 23 3 0 10 May 2022
Improving Multi-Document Summarization through Referenced Flexible Extraction with Credit-Awareness Yun-Zhu Song Yi-Syuan Chen Hong-Han Shuai 40 20 0 04 May 2022
Post-Training Dialogue Summarization using Pseudo-Paraphrasing Qi Jia Yizhu Liu Haifeng Tang Kenny Q. Zhu 23 7 0 28 Apr 2022
OTExtSum: Extractive Text Summarisation with Optimal Transport Peggy Tang Kun Hu Rui Yan Lei Zhang Junbin Gao Zhiyong Wang OT 24 11 0 21 Apr 2022
EHRKit: A Python Natural Language Processing Toolkit for Electronic Health Record Texts Irene Z Li Keen You Yujie Qiao Lucas Huang Chia-Chun Hsieh Benjamin Rosand Xiangru Tang Dragomir R. Radev 45 4 0 13 Apr 2022
Domain Specific Fine-tuning of Denoising Sequence-to-Sequence Models for Natural Language Summarization Brydon Parker A. Sokolov Mahtab Ahmed Matt Kalebic S. Koçak Ofer Shai 27 1 0 06 Apr 2022
Improving the Factual Accuracy of Abstractive Clinical Text Summarization using Multi-Objective Optimization Amanuel Alambo Tanvi Banerjee K. Thirunarayan Mia Cajita 11 7 0 02 Apr 2022
Efficient Argument Structure Extraction with Transfer Learning and Active Learning Xinyu Hua Lu Wang 8 6 0 01 Apr 2022
Revisiting Shallow Discourse Parsing in the PDTB-3: Handling Intra-sentential Implicits Zheng Zhao Bonnie Webber 19 5 0 01 Apr 2022
Entity-driven Fact-aware Abstractive Summarization of Biomedical Literature Amanuel Alambo Tanvi Banerjee K. Thirunarayan M. Raymer MedIm 15 7 0 30 Mar 2022