ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining

1 June 2021

Yashar Mehdad

Papers citing "ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining"

41 / 41 papers shown

Title
The Summary Loop: Learning to Write Abstractive Summaries Without Examples Philippe Laban Andrew Hsi Bloomberg John F. Canny Marti A. Hearst 45 56 0 11 May 2021
Compressive Summarization with Plausibility and Salience Modeling Shrey Desai Jiacheng Xu Greg Durrett 45 18 0 15 Oct 2020
Corpora Evaluation and System Bias Detection in Multi-document Summarization Alvin Dey Tanya Chowdhury Yash Kumar Atri Tanmoy Chakraborty 42 10 0 05 Oct 2020
Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization Jiaao Chen Diyi Yang 60 147 0 04 Oct 2020
SummEval: Re-evaluating Summarization Evaluation Alexander R. Fabbri Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher Dragomir R. Radev HILM 90 710 0 24 Jul 2020
Investigating Pretrained Language Models for Graph-to-Text Generation Leonardo F. R. Ribeiro Martin Schmitt Hinrich Schütze Iryna Gurevych 39 218 0 16 Jul 2020
Towards an Argument Mining Pipeline Transforming Texts to Argument Graphs Mirko Lenz Premtim Sahitaj Sean Kallenberg Christopher Coors Lorik Dumani Ralf Schenkel Ralph Bergmann 21 23 0 08 Jun 2020
A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal D. Ghalandari Chris Hokamp N. Pham John Glover Georgiana Ifrim 35 109 0 20 May 2020
AMPERSAND: Argument Mining for PERSuAsive oNline Discussions Tuhin Chakrabarty Christopher Hidey Smaranda Muresan Kathy Mckeown Alyssa Hwang 45 85 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
Generating Representative Headlines for News Stories Xiaotao Gu Yuning Mao Jiawei Han Jialu Liu Hongkun Yu You Wu Cong Yu Daniel Finnie Jiaqi Zhai Nicholas Zukoski 51 70 0 26 Jan 2020
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 3DGS 234 2,044 0 18 Dec 2019
SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization Bogdan Gliwa Iwona Mochol M. Biesek A. Wawer 111 631 0 27 Nov 2019
Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering Yang Deng Wai Lam Yuexiang Xie Daoyuan Chen Yaliang Li Min Yang Ying Shen 48 61 0 22 Nov 2019
Unsupervised Opinion Summarization as Copycat-Review Generation Arthur Brazinskas Mirella Lapata Ivan Titov 42 128 0 06 Nov 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 195 10,792 0 29 Oct 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 355 20,053 0 23 Oct 2019
Topic-aware Pointer-Generator Networks for Summarizing Spoken Conversations Zhengyuan Liu A. Ng Yutong Li AiTi Aw Cewu Lu 55 101 0 03 Oct 2019
Abstractive Dialog Summarization with Semantic Scaffolds Lin Yuan Zhou Yu 51 27 0 02 Oct 2019
Exploring Domain Shift in Extractive Text Summarization Danqing Wang Pengfei Liu Ming Zhong Jie Fu Xipeng Qiu Xuanjing Huang 58 36 0 30 Aug 2019
Neural Text Summarization: A Critical Evaluation Wojciech Kry'sciñski N. Keskar Bryan McCann Caiming Xiong R. Socher 72 365 0 23 Aug 2019
Simple Unsupervised Summarization by Contextual Matching Jiawei Zhou Alexander M. Rush 36 32 0 31 Jul 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 498 24,351 0 26 Jul 2019
ELI5: Long Form Question Answering Angela Fan Yacine Jernite Ethan Perez David Grangier Jason Weston Michael Auli AI4MH ELM 82 616 0 22 Jul 2019
Leveraging BERT for Extractive Text Summarization on Lectures Derek Miller 39 244 0 07 Jun 2019
Multi-News: a Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model Alexander R. Fabbri Irene Li Tianwei She Suyi Li Dragomir R. Radev 74 583 0 04 Jun 2019
SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression Christos Baziotis Ion Androutsopoulos Ioannis Konstas Alexandros Potamianos 47 83 0 07 Apr 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 91 3,147 0 01 Apr 2019
Restructuring Conversations using Discourse Relations for Zero-shot Abstractive Dialogue Summarization Prakhar Ganesh Saket Dingliwal 47 11 0 05 Feb 2019
CQASUMM: Building References for Community Question Answering Summarization Corpora Tanya Chowdhury Tanmoy Chakraborty 31 23 0 12 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.3K 94,511 0 11 Oct 2018
Abstractive Dialogue Summarization with Sentence-Gated Modeling Optimized by Dialogue Acts Chih-Wen Goo Yun-Nung Chen 60 128 0 15 Sep 2018
Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 113 1,671 0 27 Aug 2018
Generating Wikipedia by Summarizing Long Sequences Peter J. Liu Mohammad Saleh Etienne Pot Ben Goodrich Ryan Sepassi Lukasz Kaiser Noam M. Shazeer CVBM 158 797 0 30 Jan 2018
Using Summarization to Discover Argument Facets in Online Ideological Dialog Amita Misra P. Anand J. E. Tree M. Walker 36 60 0 03 Sep 2017
A Pilot Study of Domain Adaptation Effect for Neural Abstractive Summarization Xinyu Hua Lu Wang 43 26 0 21 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 591 130,942 0 12 Jun 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 478 4,473 0 18 Apr 2017
Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond Ramesh Nallapati Bowen Zhou Cicero Nogueira dos Santos Çağlar Gülçehre Bing Xiang AIMat 224 2,551 0 19 Feb 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.3K 149,842 0 22 Dec 2014
LexRank: Graph-based Lexical Centrality as Salience in Text Summarization Günes Erkan Dragomir R. Radev 156 3,089 0 09 Sep 2011