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 21 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 32 2 0 25 Aug 2023
AWESOME: GPU Memory-constrained Long Document Summarization using Memory Mechanism and Global Salient Content Shuyang Cao Lu Wang 10 5 0 24 May 2023
Abstractive Text Summarization Using the BRIO Training Paradigm Khang Nhut Lam Thieu Gia Doan Khang Thua Pham Jugal Kalita 16 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 17 10 0 15 May 2023
A Survey on Long Text Modeling with Transformers Zican Dong Tianyi Tang Lunyi Li Wayne Xin Zhao VLM 13 52 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 49 30 0 21 Sep 2022
HIBRIDS: Attention with Hierarchical Biases for Structure-aware Long Document Summarization Shuyang Cao Lu Wang 64 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 70 113 0 16 Oct 2021
Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers Shusheng Xu Xingxing Zhang Yi Wu Furu Wei Ming Zhou 57 41 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 1,982 0 28 Jul 2020
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models Sandeep Subramanian Raymond Li Jonathan Pilault C. Pal 223 212 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 170 3,504 0 10 Jun 2015