Data Augmentation for Abstractive Query-Focused Multi-Document
Summarization

Data Augmentation for Abstractive Query-Focused Multi-Document Summarization

2 March 2021

Ramakanth Pasunuru

Asli Celikyilmaz

Joey Tianyi Zhou

Papers citing "Data Augmentation for Abstractive Query-Focused Multi-Document Summarization"

18 / 18 papers shown

Title
ODSum: New Benchmarks for Open Domain Multi-Document Summarization Yijie Zhou Kejian Shi Wencai Zhang Yixin Liu Yilun Zhao Arman Cohan RALM 37 2 0 16 Sep 2023
Answering Subjective Induction Questions on Products by Summarizing Multi-sources Multi-viewpoints Knowledge Yufeng Zhang Meng-xiang Wang Jianxing Yu 26 1 0 12 Sep 2023
QontSum: On Contrasting Salient Content for Query-focused Summarization Sajad Sotudeh Nazli Goharian 37 3 0 14 Jul 2023
Absformer: Transformer-based Model for Unsupervised Multi-Document Abstractive Summarization M. Trabelsi H. Uzunalioglu 21 1 0 07 Jun 2023
Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering Avi Caciularu Matthew E. Peters Jacob Goldberger Ido Dagan Arman Cohan RALM 45 25 0 24 May 2023
Controlled Text Reduction Aviv Slobodkin Paul Roit Eran Hirsch Ori Ernst Ido Dagan 56 10 0 24 Oct 2022
OpenCQA: Open-ended Question Answering with Charts Shankar Kantharaj Do Xuan Long Rixie Tiffany Ko Leong J. Tan Enamul Hoque Shafiq Joty 31 47 0 12 Oct 2022
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization Pengcheng He Baolin Peng Liyang Lu Song Wang Jie Mei ... Chenguang Zhu Wayne Xiong Michael Zeng Jianfeng Gao Xuedong Huang 28 47 0 21 Aug 2022
PREME: Preference-based Meeting Exploration through an Interactive Questionnaire Negar Arabzadeh Ali Ahmadvand Julia Kiseleva Yang Liu Ahmed Hassan Awadallah Ming Zhong Milad Shokouhi 28 4 0 05 May 2022
Which Discriminator for Cooperative Text Generation? Antoine Chaffin Thomas Scialom Sylvain Lamprier Jacopo Staiano Benjamin Piwowarski Ewa Kijak Vincent Claveau 22 4 0 25 Apr 2022
Pretrained Language Models for Text Generation: A Survey Junyi Li Tianyi Tang Wayne Xin Zhao J. Nie Ji-Rong Wen AI4CE 38 128 0 14 Jan 2022
Domain Adaptation with Pre-trained Transformers for Query Focused Abstractive Text Summarization Md Tahmid Rahman Laskar Enamul Hoque J. Huang 47 45 0 22 Dec 2021
Discourse-Aware Soft Prompting for Text Generation Marjan Ghazvininejad Vladimir Karpukhin Vera Gor Asli Celikyilmaz 31 6 0 10 Dec 2021
AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization Alexander R. Fabbri Xiaojian Wu Srini Iyer Haoran Li Mona T. Diab 26 14 0 11 Nov 2021
Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension Naoya Inoue H. Trivedi Steven K. Sinha Niranjan Balasubramanian Kentaro Inui 58 14 0 14 Sep 2021
A Survey of Data Augmentation Approaches for NLP Steven Y. Feng Varun Gangal Jason W. Wei Sarath Chandar Soroush Vosoughi Teruko Mitamura Eduard H. Hovy AIMat 47 801 0 07 May 2021
Multi-document Summarization via Deep Learning Techniques: A Survey Congbo Ma W. Zhang Mingyu Guo Hu Wang Quan Z. Sheng 15 126 0 10 Nov 2020
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhehuai Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,750 0 26 Sep 2016