Leveraging Locality in Abstractive Text Summarization

Leveraging Locality in Abstractive Text Summarization

25 May 2022

Ahmed Hassan Awadallah

Dragomir R. Radev

Papers citing "Leveraging Locality in Abstractive Text Summarization"

13 / 13 papers shown

Title
Equipping Transformer with Random-Access Reading for Long-Context Understanding Chenghao Yang Zi Yang Nan Hua 32 1 0 21 May 2024
Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers Jiawen Xie Pengyu Cheng Xiao Liang Yong Dai Nan Du 40 7 0 25 Aug 2023
AWESOME: GPU Memory-constrained Long Document Summarization using Memory Mechanism and Global Salient Content Shuyang Cao Lu Wang 27 5 0 24 May 2023
Abstractive Text Summarization Using the BRIO Training Paradigm Khang Nhut Lam Thieu Gia Doan Khang Thua Pham Jugal Kalita 30 8 0 23 May 2023
A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization Chenhui Shen Liying Cheng Xuan-Phi Nguyen Yang You Lidong Bing 22 10 0 15 May 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
Adapting Pretrained Text-to-Text Models for Long Text Sequences Wenhan Xiong Anchit Gupta Shubham Toshniwal Yashar Mehdad Wen-tau Yih RALM VLM 54 30 0 21 Sep 2022
HIBRIDS: Attention with Hierarchical Biases for Structure-aware Long Document Summarization Shuyang Cao Lu Wang 68 36 0 21 Mar 2022
PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization Wen Xiao Iz Beltagy Giuseppe Carenini Arman Cohan CVBM 83 114 0 16 Oct 2021
Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers Shusheng Xu Xingxing Zhang Yi Wu Furu Wei Ming Zhou 65 44 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 282 2,015 0 28 Jul 2020
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models Sandeep Subramanian Raymond Li Jonathan Pilault C. Pal 240 215 0 07 Sep 2019
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 175 3,510 0 10 Jun 2015