QAScore -- An Unsupervised Unreferenced Metric for the Question Generation Evaluation

9 October 2022

Papers citing "QAScore -- An Unsupervised Unreferenced Metric for the Question Generation Evaluation"

39 / 39 papers shown

Title
Extending the Scope of Out-of-Domain: Examining QA models in multiple subdomains Chenyang Lyu Jennifer Foster Yvette Graham 82 4 0 09 Apr 2022
Fantastic Questions and Where to Find Them: FairytaleQA -- An Authentic Dataset for Narrative Comprehension Ying Xu Dakuo Wang Mo Yu Daniel E. Ritchie Bingsheng Yao ... Xiaojuan Ma Diyi Yang Nanyun Peng Zhou Yu M. Warschauer AI4Ed 66 104 0 26 Mar 2022
Achieving Reliable Human Assessment of Open-Domain Dialogue Systems Tianbo Ji Yvette Graham Gareth J. F. Jones Chenyang Lyu Qun Liu ALM 54 39 0 11 Mar 2022
Improving Unsupervised Question Answering via Summarization-Informed Question Generation Chenyang Lyu Lifeng Shang Yvette Graham Jennifer Foster Xin Jiang Qun Liu 62 44 0 16 Sep 2021
PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them Patrick Lewis Yuxiang Wu Linqing Liu Pasquale Minervini Heinrich Küttler Aleksandra Piktus Pontus Stenetorp Sebastian Riedel RALM 109 234 0 13 Feb 2021
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering Fengbin Zhu Wenqiang Lei Chao Wang Jianming Zheng Soujanya Poria Tat-Seng Chua RALM 250 256 0 04 Jan 2021
EQG-RACE: Examination-Type Question Generation Xin Jia Wenjie Zhou Xu Sun Yunfang Wu AI4Ed 62 40 0 11 Dec 2020
Exploring Question-Specific Rewards for Generating Deep Questions Yuxi Xie Liangming Pan Dongzhe Wang Min-Yen Kan Yansong Feng 89 27 0 02 Nov 2020
AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts Taylor Shin Yasaman Razeghi Robert L Logan IV Eric Wallace Sameer Singh KELM 79 400 0 29 Oct 2020
Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond Zhuosheng Zhang Hai Zhao Rui Wang 67 62 0 13 May 2020
Semantic Graphs for Generating Deep Questions Liangming Pan Yuxi Xie Yansong Feng Tat-Seng Chua Min-Yen Kan 76 95 0 27 Apr 2020
QURIOUS: Question Generation Pretraining for Text Generation Shashi Narayan Gonçalo Simães Ji Ma Hannah Craighead Ryan T. McDonald 67 15 0 23 Apr 2020
Knowledge-Driven Distractor Generation for Cloze-style Multiple Choice Questions Siyu Ren Kenny Q. Zhu 36 48 0 21 Apr 2020
BLEURT: Learning Robust Metrics for Text Generation Thibault Sellam Dipanjan Das Ankur P. Parikh 101 1,501 0 09 Apr 2020
Training Question Answering Models From Synthetic Data Raul Puri Ryan Spring M. Patwary Mohammad Shoeybi Bryan Catanzaro ELM 79 159 0 22 Feb 2020
Asking Questions the Human Way: Scalable Question-Answer Generation from Text Corpus Bang Liu Haojie Wei Di Niu Haolan Chen Yancheng He 75 93 0 27 Jan 2020
Improving Question Generation with Sentence-level Semantic Matching and Answer Position Inferring Xiyao Ma Qile Zhu Yanlin Zhou Xiaolin Li D. Wu 3DV 64 62 0 02 Dec 2019
Contrastive Multi-document Question Generation W. Cho Yizhe Zhang Sudha Rao Asli Celikyilmaz Chenyan Xiong Jianfeng Gao Mengdi Wang Bill Dolan SyDa 70 28 0 08 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 251 10,848 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 445 20,181 0 23 Oct 2019
Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation Yu Chen Lingfei Wu Mohammed J Zaki GNN 56 156 0 14 Aug 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 665 24,528 0 26 Jul 2019
Translationese in Machine Translation Evaluation Yvette Graham Barry Haddow Philipp Koehn 45 90 0 24 Jun 2019
Recent Advances in Neural Question Generation Liangming Pan Wenqiang Lei Tat-Seng Chua Min-Yen Kan 56 118 0 22 May 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 329 5,845 0 21 Apr 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,114 0 11 Oct 2018
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering Zhilin Yang Peng Qi Saizheng Zhang Yoshua Bengio William W. Cohen Ruslan Salakhutdinov Christopher D. Manning RALM 182 2,655 0 25 Sep 2018
Improving Neural Question Generation using Answer Separation Yanghoon Kim Hwanhee Lee Joongbo Shin Kyomin Jung 71 170 0 07 Sep 2018
Towards a Better Metric for Evaluating Question Generation Systems Preksha Nema Mitesh M. Khapra 80 108 0 30 Aug 2018
DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension Amrita Saha Rahul Aralikatte Mitesh M. Khapra Karthik Sankaranarayanan 78 197 0 21 Apr 2018
The NarrativeQA Reading Comprehension Challenge Tomás Kociský Jonathan Richard Schwarz Phil Blunsom Chris Dyer Karl Moritz Hermann Gábor Melis Edward Grefenstette 134 779 0 19 Dec 2017
Machine Comprehension by Text-to-Text Neural Question Generation Xingdi Yuan Tong Wang Çağlar Gülçehre Alessandro Sordoni Philip Bachman Sandeep Subramanian Saizheng Zhang Adam Trischler OOD 97 187 0 04 May 2017
Learning to Ask: Neural Question Generation for Reading Comprehension Xinya Du Junru Shao Claire Cardie 3DV 153 664 0 29 Apr 2017
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 118 2,018 0 31 Mar 2017
NewsQA: A Machine Comprehension Dataset Adam Trischler Tong Wang Xingdi Yuan Justin Harris Alessandro Sordoni Philip Bachman Kaheer Suleman 103 893 0 29 Nov 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 903 6,796 0 26 Sep 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 289 8,160 0 16 Jun 2016
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 437 20,568 0 10 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,354 0 03 Jun 2014