Improving Unsupervised Question Answering via Summarization-Informed
Question Generation

Improving Unsupervised Question Answering via Summarization-Informed Question Generation

16 September 2021

Lifeng Shang

Jennifer Foster

Xin Jiang

Qun Liu

Papers citing "Improving Unsupervised Question Answering via Summarization-Informed Question Generation"

19 / 19 papers shown

Title
T3: A Novel Zero-shot Transfer Learning Framework Iteratively Training on an Assistant Task for a Target Task Xindi Tong Yujin Zhu Shijian Fan Liang Xu 54 1 0 26 Sep 2024
FinLLMs: A Framework for Financial Reasoning Dataset Generation with Large Language Models Ziqiang Yuan Kaiyuan Wang Shoutai Zhu Ye Yuan Jingya Zhou Yanlin Zhu Wenqi Wei 22 5 0 19 Jan 2024
AQUALLM: Audio Question Answering Data Generation Using Large Language Models Swarup Ranjan Behera Krishna Mohan Injeti Jaya Sai Kiran Patibandla P. Pokala Pailla Balakrishna Reddy AuLLM 13 4 0 28 Dec 2023
Diversify Question Generation with Retrieval-Augmented Style Transfer Qi Gou Zehua Xia Bowen Yu Haiyang Yu Fei Huang Yongbin Li Nguyen Cam-Tu RALM 13 12 0 23 Oct 2023
Ask To The Point: Open-Domain Entity-Centric Question Generation Yuxiang Liu Jie Huang Kevin Chen-Chuan Chang 36 3 0 21 Oct 2023
LIQUID: A Framework for List Question Answering Dataset Generation Seongyun Lee Hyunjae Kim Jaewoo Kang RALM 23 19 0 03 Feb 2023
PIE-QG: Paraphrased Information Extraction for Unsupervised Question Generation from Small Corpora D. Nagumothu B. Ofoghi G. Huang Peter W. Eklund RALM 14 5 0 03 Jan 2023
Closed-book Question Generation via Contrastive Learning Xiangjue Dong Jiaying Lu Jianling Wang James Caverlee 14 8 0 13 Oct 2022
QAScore -- An Unsupervised Unreferenced Metric for the Question Generation Evaluation Tianbo Ji Chenyang Lyu Gareth J. F. Jones Liting Zhou Yvette Graham 17 21 0 09 Oct 2022
Unsupervised Question Answering via Answer Diversifying Yuxiang Nie Heyan Huang Zewen Chi Xian-Ling Mao 35 5 0 23 Aug 2022
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics Huan Yee Koh Jiaxin Ju Ming Liu Shirui Pan 73 122 0 03 Jul 2022
All You May Need for VQA are Image Captions Soravit Changpinyo Doron Kukliansky Idan Szpektor Xi Chen Nan Ding Radu Soricut 30 70 0 04 May 2022
Towards Process-Oriented, Modular, and Versatile Question Generation that Meets Educational Needs Xu Wang Simin Fan Jessica Houghton Lu Wang AI4Ed 9 20 0 30 Apr 2022
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval R. Reddy Md Arafat Sultan M. Franz Avirup Sil Heng Ji 24 7 0 24 Apr 2022
WikiOmnia: generative QA corpus on the whole Russian Wikipedia D. Pisarevskaya Tatiana Shavrina 6 2 0 17 Apr 2022
Extending the Scope of Out-of-Domain: Examining QA models in multiple subdomains Chenyang Lyu Jennifer Foster Yvette Graham 16 4 0 09 Apr 2022
Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-Centric Summarization Zhenjie Zhao Yufang Hou Dakuo Wang Mo Yu Chengzhong Liu Xiaojuan Ma AI4Ed 22 41 0 27 Mar 2022
A Feasibility Study of Answer-Agnostic Question Generation for Education Liam Dugan E. Miltsakaki Shriyash Upadhyay Etan Ginsberg Hannah Gonzalez Dayheon Choi Chuning Yuan Chris Callison-Burch 17 12 0 16 Mar 2022
Improving Neural Cross-Lingual Summarization via Employing Optimal Transport Distance for Knowledge Distillation Thong Nguyen A. Luu 50 40 0 07 Dec 2021