Advancements in Natural Language Processing for Automatic Text Summarization

27 February 2025

Papers citing "Advancements in Natural Language Processing for Automatic Text Summarization"

17 / 17 papers shown

Title
A Hybrid Architecture with Efficient Fine Tuning for Abstractive Patent Document Summarization Nevidu Jayatilleke Ruvan Weerasinghe AILaw 133 0 0 13 Mar 2025
ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language Generation Long Phan H. Tran Hieu Duy Nguyen Trieu H. Trinh ViT 65 68 0 13 May 2022
LongT5: Efficient Text-To-Text Transformer for Long Sequences Mandy Guo Joshua Ainslie David C. Uthus Santiago Ontanon Jianmo Ni Yun-hsuan Sung Yinfei Yang VLM 55 313 0 15 Dec 2021
Summaformers @ LaySumm 20, LongSumm 20 Sayar Ghosh Roy Nikhil Pinnaparaju Risubh Jain Manish Gupta Vasudeva Varma 43 14 0 10 Jan 2021
An Experimental Evaluation of Transformer-based Language Models in the Biomedical Domain Paul Grouchy Shobhit Jain Michael Liu Kuhan Wang Max Tian Nidhi Arora Hillary Ngai Faiza Khan Khattak Elham Dolatabadi S. Kocak LM&MA MedIm 89 4 0 31 Dec 2020
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 3DGS 249 2,044 0 18 Dec 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 375 20,053 0 23 Oct 2019
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models Sandeep Subramanian Raymond Li Jonathan Pilault C. Pal 277 219 0 07 Sep 2019
Sample Efficient Text Summarization Using a Single Pre-Trained Transformer Urvashi Khandelwal Kevin Clark Dan Jurafsky Lukasz Kaiser 74 80 0 21 May 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 281 5,764 0 21 Apr 2019
Abstractive Text Summarization by Incorporating Reader Comments Shen Gao Preslav Nakov Piji Li Zhaochun Ren Lidong Bing Dongyan Zhao Rui Yan 63 68 0 13 Dec 2018
Generating Wikipedia by Summarizing Long Sequences Peter J. Liu Mohammad Saleh Etienne Pot Ben Goodrich Ryan Sepassi Lukasz Kaiser Noam M. Shazeer CVBM 170 797 0 30 Jan 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 640 130,942 0 12 Jun 2017
Long Short-Term Memory-Networks for Machine Reading Jianpeng Cheng Li Dong Mirella Lapata AIMat RALM 93 1,118 0 25 Jan 2016
Generating News Headlines with Recurrent Neural Networks Konstantin Lopyrev 30 117 0 05 Dec 2015
A Neural Attention Model for Abstractive Sentence Summarization Alexander M. Rush S. Chopra Jason Weston CVBM 170 2,698 0 02 Sep 2015
LexRank: Graph-based Lexical Centrality as Salience in Text Summarization Günes Erkan Dragomir R. Radev 168 3,089 0 09 Sep 2011