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
DLUE: Benchmarking Document Language Understanding Ruoxi Xu Hongyu Lin Xinyan Guan Xianpei Han Yingfei Sun Le Sun ELM 27 0 0 16 May 2023
A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization Chenhui Shen Liying Cheng Xuan-Phi Nguyen Yang You Lidong Bing 25 10 0 15 May 2023
What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization Griffin Adams Bichlien H. Nguyen Jake A. Smith Yingce Xia Shufang Xie Anna Ostropolets Budhaditya Deb Yuan Chen Tristan Naumann Noémie Elhadad 30 8 0 12 May 2023
PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive Summarization Xinbei Ma Yeyun Gong Pengcheng He Hai Zhao Nan Duan 42 2 0 11 May 2023
Summarization with Precise Length Control Lesly Miculicich Yujia Xie Song Wang Pengcheng He 27 2 0 09 May 2023
Unified Demonstration Retriever for In-Context Learning Xiaonan Li Kai Lv Hang Yan Tianya Lin Wei-wei Zhu Yuan Ni Guotong Xie Xiaoling Wang Xipeng Qiu RALM VPVLM 27 121 0 07 May 2023
Vcc: Scaling Transformers to 128K Tokens or More by Prioritizing Important Tokens Zhanpeng Zeng Cole Hawkins Min-Fong Hong Aston Zhang Nikolaos Pappas Vikas Singh Shuai Zheng 21 6 0 07 May 2023
WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models John Giorgi Ziang Ma Haitao Zhang Sondra S. Chen Kevin R. An Grace X. Zheng Jun Yin LM&MA AI4MH 37 18 0 03 May 2023
Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization C. Cheang Hou Pong Chan Derek F. Wong Xuebo Liu Zhao Li Yanming Sun Shudong Liu Lidia S. Chao 197 6 0 03 May 2023
DiffuSum: Generation Enhanced Extractive Summarization with Diffusion Haopeng Zhang Xiao Liu Jiawei Zhang DiffM 75 40 0 02 May 2023
Unlimiformer: Long-Range Transformers with Unlimited Length Input Amanda Bertsch Uri Alon Graham Neubig Matthew R. Gormley RALM 102 122 0 02 May 2023
Origin Tracing and Detecting of LLMs Linyang Li Pengyu Wang Kerong Ren Tianxiang Sun Xipeng Qiu LLMAG 94 31 0 27 Apr 2023
A Survey for Biomedical Text Summarization: From Pre-trained to Large Language Models Qianqian Xie Zheheng Luo Benyou Wang Sophia Ananiadou LM&MA VLM 31 8 0 18 Apr 2023
Extractive Summarization via ChatGPT for Faithful Summary Generation Haopeng Zhang Xiao Liu Jiawei Zhang 38 76 0 09 Apr 2023
SimCSum: Joint Learning of Simplification and Cross-lingual Summarization for Cross-lingual Science Journalism Mehwish Fatima Tim Kolber K. Markert Michael Strube 21 0 0 04 Apr 2023
Lay Text Summarisation Using Natural Language Processing: A Narrative Literature Review Oliver Vinzelberg M. Jenkins Gordon Morison David McMinn Z. Tieges 35 6 0 24 Mar 2023
Compositional Zero-Shot Domain Transfer with Text-to-Text Models Fangyu Liu Qianchu Liu Shruthi Bannur Fernando Pérez-García Naoto Usuyama ... A. Nori Hoifung Poon Javier Alvarez-Valle Ozan Oktay Stephanie L. Hyland VLM 48 5 0 23 Mar 2023
CoLT5: Faster Long-Range Transformers with Conditional Computation Joshua Ainslie Tao Lei Michiel de Jong Santiago Ontañón Siddhartha Brahma ... Mandy Guo James Lee-Thorp Yi Tay Yun-hsuan Sung Sumit Sanghai LLMAG 36 63 0 17 Mar 2023
Compressed Heterogeneous Graph for Abstractive Multi-Document Summarization Miao Li Jianzhong Qi Jey Han Lau 36 11 0 12 Mar 2023
A Survey on Long Text Modeling with Transformers Zican Dong Tianyi Tang Lunyi Li Wayne Xin Zhao VLM 21 54 0 28 Feb 2023
CISum: Learning Cross-modality Interaction to Enhance Multimodal Semantic Coverage for Multimodal Summarization Litian Zhang Xiaoming Zhang Ziming Guo Zhipeng Liu 27 7 0 20 Feb 2023
Envisioning the Next-Gen Document Reader Catherine Yeh Nedim Lipka Franck Dernoncourt SyDa 20 0 0 15 Feb 2023
The Stable Entropy Hypothesis and Entropy-Aware Decoding: An Analysis and Algorithm for Robust Natural Language Generation Kushal Arora Timothy J. O'Donnell Doina Precup Jason Weston Jackie C.K.Cheung 18 1 0 14 Feb 2023
Long Text and Multi-Table Summarization: Dataset and Method Shuaiqi Liu Jiannong Cao Ruosong Yang Zhiyuan Wen RALM 24 21 0 08 Feb 2023
LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization Kalpesh Krishna Erin Bransom Bailey Kuehl Mohit Iyyer Pradeep Dasigi Arman Cohan Kyle Lo 22 90 0 30 Jan 2023
LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization Laura Nguyen Thomas Scialom Benjamin Piwowarski Jacopo Staiano 27 7 0 26 Jan 2023
PIT: Optimization of Dynamic Sparse Deep Learning Models via Permutation Invariant Transformation Ningxin Zheng Huiqiang Jiang Quan Zhang Zhenhua Han Yuqing Yang ... Fan Yang Chengruidong Zhang Lili Qiu Mao Yang Lidong Zhou 42 27 0 26 Jan 2023
Document Summarization with Text Segmentation Lesly Miculicich Benjamin Han 21 3 0 20 Jan 2023
Active Learning for Abstractive Text Summarization Akim Tsvigun Ivan Lysenko Danila Sedashov Ivan Lazichny Eldar Damirov ... Leonid Sanochkin Maxim Panov Alexander Panchenko Andrey Kravchenko Artem Shelmanov 27 11 0 09 Jan 2023
Facilitating Contrastive Learning of Discourse Relational Senses by Exploiting the Hierarchy of Sense Relations Wanqiu Long Bonnie Webber 44 33 0 06 Jan 2023
Sequentially Controlled Text Generation Alexander Spangher Xinyu Hua Yao Ming Nanyun Peng 29 7 0 05 Jan 2023
A comprehensive review of automatic text summarization techniques: method, data, evaluation and coding D. Cajueiro A. G. Nery Igor Tavares Maísa Kely de Melo Silvia A. dos Reis Weigang Li V. R. R. Celestino 33 15 0 04 Jan 2023
Text sampling strategies for predicting missing bibliographic links F. V. Krasnova I. S. Smaznevicha E. Baskakova 26 1 0 04 Jan 2023
Extractive Text Summarization Using Generalized Additive Models with Interactions for Sentence Selection Vinícius Camargo Da Silva João Paulo Papa K. Costa 26 1 0 21 Dec 2022
CiteBench: A benchmark for Scientific Citation Text Generation Martin Funkquist Ilia Kuznetsov Yufang Hou Iryna Gurevych 31 16 0 19 Dec 2022
RISE: Leveraging Retrieval Techniques for Summarization Evaluation David C. Uthus Jianmo Ni RALM 19 0 0 17 Dec 2022
Efficient Long Sequence Modeling via State Space Augmented Transformer Simiao Zuo Xiaodong Liu Jian Jiao Denis Xavier Charles Eren Manavoglu Tuo Zhao Jianfeng Gao 125 36 0 15 Dec 2022
Document-Level Abstractive Summarization Gonçalo Raposo Afonso Raposo Ana Sofia Carmo 27 1 0 06 Dec 2022
NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization Chao Zhao Faeze Brahman Kaiqiang Song Wenlin Yao Dian Yu Snigdha Chaturvedi HILM 26 6 0 02 Dec 2022
Long-Document Cross-Lingual Summarization Shaohui Zheng Zhixu Li Jiaan Wang Jianfeng Qu An Liu Lei Zhao Zhigang Chen RALM 25 9 0 01 Dec 2022
BudgetLongformer: Can we Cheaply Pretrain a SotA Legal Language Model From Scratch? Joel Niklaus Daniele Giofré 33 11 0 30 Nov 2022
Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition Yuxin Jiang Linhan Zhang Wei Wang 38 17 0 25 Nov 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 29 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
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization Yulong Chen Yang Liu Ruochen Xu Ziyi Yang Chenguang Zhu Michael Zeng Yue Zhang 32 17 0 17 Nov 2022
Abstractive Summarization Guided by Latent Hierarchical Document Structure Yifu Qiu Shay B. Cohen 31 12 0 17 Nov 2022
Retrieval augmentation of large language models for lay language generation Yue Guo Wei Qiu Gondy Leroy Sheng Wang T. Cohen RALM LRM 44 39 0 07 Nov 2022
Computing and Exploiting Document Structure to Improve Unsupervised Extractive Summarization of Legal Case Decisions Yang Zhong Diane Litman 21 5 0 06 Nov 2022
How Far are We from Robust Long Abstractive Summarization? Huan Yee Koh Jiaxin Ju He Zhang Ming Liu Shirui Pan HILM 31 39 0 30 Oct 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