Toward Unifying Text Segmentation and Long Document Summarization

28 October 2022

Papers citing "Toward Unifying Text Segmentation and Long Document Summarization"

43 / 43 papers shown

Title
BRIO: Bringing Order to Abstractive Summarization Yixin Liu Pengfei Liu Dragomir R. Radev Graham Neubig 65 285 0 31 Mar 2022
DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization Ziming Mao Chen Henry Wu Ansong Ni Yusen Zhang Rui Zhang Tao Yu Budhaditya Deb Chenguang Zhu Ahmed Hassan Awadallah Dragomir R. Radev 61 57 0 15 Oct 2021
VT-SSum: A Benchmark Dataset for Video Transcript Segmentation and Summarization Tengchao Lv Lei Cui M. Vasilijevic Furu Wei 56 7 0 10 Jun 2021
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics Artidoro Pagnoni Vidhisha Balachandran Yulia Tsvetkov HILM 258 310 0 27 Apr 2021
A Sliding-Window Approach to Automatic Creation of Meeting Minutes Jia Jin Koay A. Roustai Xiaojin Dai Fei Liu 66 27 0 26 Apr 2021
Hierarchical Learning for Generation with Long Source Sequences T. Rohde Xiaoxia Wu Yinhan Liu BDL VLM 42 56 0 15 Apr 2021
SummScreen: A Dataset for Abstractive Screenplay Summarization Mingda Chen Zewei Chu Sam Wiseman Kevin Gimpel 61 94 0 14 Apr 2021
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization Ming Zhong Da Yin Tao Yu A. Zaidi Mutethia Mutuma ... Ahmed Hassan Awadallah Asli Celikyilmaz Yang Liu Xipeng Qiu Dragomir R. Radev RALM 76 335 0 13 Apr 2021
Annotating and Modeling Fine-grained Factuality in Summarization Tanya Goyal Greg Durrett HILM 48 154 0 09 Apr 2021
Efficient Attentions for Long Document Summarization L. Huang Shuyang Cao Nikolaus Nova Parulian Heng Ji Lu Wang 119 285 0 05 Apr 2021
Systematically Exploring Redundancy Reduction in Summarizing Long Documents Wen Xiao Giuseppe Carenini 43 43 0 30 Nov 2020
How Domain Terminology Affects Meeting Summarization Performance Jia Jin Koay A. Roustai Xiaojin Dai Dillon Burns Alec Kerrigan Fei Liu BDL 62 26 0 02 Nov 2020
Improving Context Modeling in Neural Topic Segmentation Linzi Xing Bradley Hackinen Giuseppe Carenini Francesco Trebbi 56 30 0 07 Oct 2020
Stepwise Extractive Summarization and Planning with Structured Transformers Shashi Narayan Joshua Maynez Jakub Adamek Daniele Pighin Blavz Bratanivc Ryan T. McDonald 52 30 0 06 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 499 2,074 0 28 Jul 2020
Understanding Points of Correspondence between Sentences for Abstractive Summarization Logan Lebanoff John Muchovej Franck Dernoncourt Doo Soon Kim Lidan Wang Walter Chang Fei Liu 46 27 0 10 Jun 2020
On Faithfulness and Factuality in Abstractive Summarization Joshua Maynez Shashi Narayan Bernd Bohnet Ryan T. McDonald HILM 75 1,028 0 02 May 2020
Text Segmentation by Cross Segment Attention Michal Lukasik Boris Dadachev Gonçalo Simões Kishore Papineni VLM 37 84 0 30 Apr 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 124 4,048 0 10 Apr 2020
Efficient Content-Based Sparse Attention with Routing Transformers Aurko Roy M. Saffar Ashish Vaswani David Grangier MoE 294 596 0 12 Mar 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 342 42,299 0 03 Dec 2019
Evaluating the Factual Consistency of Abstractive Text Summarization Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher HILM 99 742 0 28 Oct 2019
Multi-Document Summarization with Determinantal Point Processes and Contextualized Representations Sangwoo Cho Chen Li Dong Yu H. Foroosh Fei Liu 53 17 0 24 Oct 2019
Extractive Summarization of Long Documents by Combining Global and Local Context Wen Xiao Giuseppe Carenini 96 151 0 17 Sep 2019
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models Sandeep Subramanian Raymond Li Jonathan Pilault C. Pal 273 219 0 07 Sep 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 419 1,445 0 22 Aug 2019
Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document Summarization Sangwoo Cho Logan Lebanoff H. Foroosh Fei Liu 52 55 0 31 May 2019
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization Xingxing Zhang Furu Wei M. Zhou 71 378 0 16 May 2019
Generating Long Sequences with Sparse Transformers R. Child Scott Gray Alec Radford Ilya Sutskever 90 1,894 0 23 Apr 2019
SECTOR: A Neural Model for Coherent Topic Segmentation and Classification Sebastian Arnold Rudolf Schneider Philippe Cudré-Mauroux Felix Alexander Gers Alexander Loser AI4TS 39 83 0 13 Feb 2019
Content Selection in Deep Learning Models of Summarization Chris Kedzie Kathleen McKeown Hal Daumé BDL MedIm 103 147 0 29 Oct 2018
Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting Yen-Chun Chen Joey Tianyi Zhou BDL 143 583 0 28 May 2018
Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular Maximization Guokan Shang Wensi Ding Zekun Zhang A. Tixier Polykarpos Meladianos Michalis Vazirgiannis Jean-Pierre Lorré 30 124 0 14 May 2018
Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies Max Grusky Mor Naaman Yoav Artzi 81 552 0 30 Apr 2018
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents Arman Cohan Franck Dernoncourt Doo Soon Kim Trung Bui Seokhwan Kim W. Chang Nazli Goharian 360 759 0 16 Apr 2018
Text Segmentation as a Supervised Learning Task Omri Koshorek Adir Cohen Noam Mor Michael Rotman Jonathan Berant 35 144 0 25 Mar 2018
Ranking Sentences for Extractive Summarization with Reinforcement Learning Shashi Narayan Shay B. Cohen Mirella Lapata 143 548 0 23 Feb 2018
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 226 4,011 0 14 Apr 2017
Video Summarization with Long Short-term Memory Ke Zhang Wei-Lun Chao Fei Sha Kristen Grauman 68 685 0 26 May 2016
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 191 7,729 0 31 Aug 2015
Determinantal point processes for machine learning Alex Kulesza B. Taskar 235 1,134 0 25 Jul 2012
LexRank: Graph-based Lexical Centrality as Salience in Text Summarization Günes Erkan Dragomir R. Radev 156 3,089 0 09 Sep 2011
A Noisy-Channel Model for Document Compression Hal Daumé D. Marcu 103 102 0 04 Jul 2009