MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes

19 July 2021

Papers citing "MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes"

9 / 9 papers shown

Title
Modeling Unified Semantic Discourse Structure for High-quality Headline Generation Minghui Xu Hao Fei Fei Li Shengqiong Wu Rui Sun Chong Teng Donghong Ji 32 0 0 23 Mar 2024
SciLit: A Platform for Joint Scientific Literature Discovery, Summarization and Citation Generation Nianlong Gu Richard H. R. Hahnloser 58 5 0 06 Jun 2023
Enhancing Coherence of Extractive Summarization with Multitask Learning Renlong Jie Xiaojun Meng Lifeng Shang Xin Jiang Qun Liu 17 1 0 22 May 2023
Legal Extractive Summarization of U.S. Court Opinions Emmanuel J. Bauer Dominik Stammbach Nianlong Gu Elliott Ash AILaw ELM 20 7 0 15 May 2023
GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized discourse state Junyi Bian Xiaodi Huang Hong Zhou Shanfeng Zhu 22 11 0 18 Nov 2022
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 274 2,013 0 28 Jul 2020
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models Sandeep Subramanian Raymond Li Jonathan Pilault C. Pal 235 215 0 07 Sep 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 258 1,431 0 22 Aug 2019
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 207 1,254 0 14 Nov 2016