Long Document Summarization with Top-down and Bottom-up Inference

Long Document Summarization with Top-down and Bottom-up Inference

15 March 2022

Erik Nijkamp

Wojciech Kry'sciñski

Silvio Savarese

Yingbo Zhou

Papers citing "Long Document Summarization with Top-down and Bottom-up Inference"

19 / 19 papers shown

Title
VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation Manan Suri Puneet Mathur Franck Dernoncourt Kanika Goswami Ryan Rossi Dinesh Manocha 95 3 0 14 Dec 2024
A Modular Approach for Multimodal Summarization of TV Shows Louis Mahon Mirella Lapata 21 9 0 06 Mar 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 65 79 0 05 Mar 2024
Can Large Language Model Summarizers Adapt to Diverse Scientific Communication Goals? Marcio Fonseca Shay B. Cohen 39 10 0 18 Jan 2024
Large-Scale and Multi-Perspective Opinion Summarization with Diverse Review Subsets Han Jiang Rui Wang Zhihua Wei Yu Li Xinpeng Wang 33 4 0 20 Oct 2023
Personality Understanding of Fictional Characters during Book Reading Mo Yu JiangNan Li Shunyu Yao Wenjie Pang Xiaochen Zhou Zhou Xiao Fandong Meng Jie Zhou 24 16 0 17 May 2023
GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized discourse state Junyi Bian Xiaodi Huang Hong Zhou Shanfeng Zhu 15 11 0 18 Nov 2022
CREATIVESUMM: Shared Task on Automatic Summarization for Creative Writing Divyansh Agarwal Alexander R. Fabbri Simeng Han Wojciech Kry'sciñski Faisal Ladhak B. Li Kathleen McKeown Dragomir R. Radev Tianyi Zhang Sam Wiseman 17 5 0 10 Nov 2022
How Far are We from Robust Long Abstractive Summarization? Huan Yee Koh Jiaxin Ju He Zhang Ming Liu Shirui Pan HILM 23 39 0 30 Oct 2022
An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification Ilias Chalkidis Xiang Dai Manos Fergadiotis Prodromos Malakasiotis Desmond Elliott 30 33 0 11 Oct 2022
Adapting Pretrained Text-to-Text Models for Long Text Sequences Wenhan Xiong Anchit Gupta Shubham Toshniwal Yashar Mehdad Wen-tau Yih RALM VLM 49 30 0 21 Sep 2022
SQuALITY: Building a Long-Document Summarization Dataset the Hard Way Alex Jinpeng Wang Richard Yuanzhe Pang Angelica Chen Jason Phang Samuel R. Bowman 72 44 0 23 May 2022
SNaC: Coherence Error Detection for Narrative Summarization Tanya Goyal Junyi Jessy Li Greg Durrett 24 27 0 19 May 2022
HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization Ye Liu Jianguo Zhang Yao Wan Congying Xia Lifang He Philip S. Yu 34 28 0 12 Oct 2021
Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers Shusheng Xu Xingxing Zhang Yi Wu Furu Wei Ming Zhou 57 43 0 16 Oct 2020
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 249 2,009 0 28 Jul 2020
Efficient Content-Based Sparse Attention with Routing Transformers Aurko Roy M. Saffar Ashish Vaswani David Grangier MoE 238 578 0 12 Mar 2020
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models Sandeep Subramanian Raymond Li Jonathan Pilault C. Pal 233 214 0 07 Sep 2019
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 207 1,252 0 14 Nov 2016