Generative Language Models for Paragraph-Level Question Generation

8 October 2022

Asahi Ushio

Fernando Alva-Manchego

Jose Camacho-Collados

ELM

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Papers citing "Generative Language Models for Paragraph-Level Question Generation"

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Title
MIRROR: A Novel Approach for the Automated Evaluation of Open-Ended Question Generation Aniket Deroy Subhankar Maity Sudeshna Sarkar LLMAG LRM 67 3 0 16 Oct 2024
JaQuAD: Japanese Question Answering Dataset for Machine Reading Comprehension ByungHoon So Kyuhong Byun Kyungwon Kang Seongjin Cho RALM 47 9 0 03 Feb 2022
Retrieval-guided Counterfactual Generation for QA Bhargavi Paranjape Matthew Lamm Ian Tenney 65 31 0 14 Oct 2021
Asking It All: Generating Contextualized Questions for any Semantic Role Valentina Pyatkin Paul Roit Julian Michael Reut Tsarfaty Yoav Goldberg Ido Dagan 45 36 0 10 Sep 2021
Controllable Open-ended Question Generation with A New Question Type Ontology Shuyang Cao Lu Wang 48 51 0 01 Jul 2021
Question Answering Infused Pre-training of General-Purpose Contextualized Representations Robin Jia M. Lewis Luke Zettlemoyer 35 28 0 15 Jun 2021
GermanQuAD and GermanDPR: Improving Non-English Question Answering and Passage Retrieval Timo Moller Julian Risch M. Pietsch 88 55 0 26 Apr 2021
Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation Max Bartolo Tristan Thrush Robin Jia Sebastian Riedel Pontus Stenetorp Douwe Kiela AAML 71 103 0 18 Apr 2021
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick Sahana Udupa Hinrich Schütze 302 384 0 28 Feb 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 95 234 0 13 Feb 2021
Distilling Knowledge from Reader to Retriever for Question Answering Gautier Izacard Edouard Grave RALM 235 264 0 08 Dec 2020
mT5: A massively multilingual pre-trained text-to-text transformer Linting Xue Noah Constant Adam Roberts Mihir Kale Rami Al-Rfou Aditya Siddhant Aditya Barua Colin Raffel 118 2,533 0 22 Oct 2020
Re-evaluating Evaluation in Text Summarization Manik Bhandari Pranav Narayan Gour A. Ashfaq Pengfei Liu Graham Neubig 130 176 0 14 Oct 2020
End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems Siamak Shakeri Cicero Nogueira dos Santos He Zhu Patrick Ng Feng Nan Zhiguo Wang Ramesh Nallapati Bing Xiang OOD 50 103 0 12 Oct 2020
Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering Gautier Izacard Edouard Grave RALM 115 1,167 0 02 Jul 2020
Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs Dong Bok Lee Seanie Lee Woo Tae Jeong Donghwan Kim Sung Ju Hwang 49 71 0 28 May 2020
The Effect of Natural Distribution Shift on Question Answering Models John Miller K. Krauth Benjamin Recht Ludwig Schmidt OOD 82 144 0 29 Apr 2020
SubjQA: A Dataset for Subjectivity and Review Comprehension Johannes Bjerva Nikita Bhutani Behzad Golshan W. Tan Isabelle Augenstein 35 43 0 29 Apr 2020
Semantic Graphs for Generating Deep Questions Liangming Pan Yuxi Xie Yansong Feng Tat-Seng Chua Min-Yen Kan 66 94 0 27 Apr 2020
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages J. Clark Eunsol Choi Michael Collins Dan Garrette Tom Kwiatkowski Vitaly Nikolaev J. Palomaki 130 607 0 10 Mar 2020
UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training Hangbo Bao Li Dong Furu Wei Wenhui Wang Nan Yang ... Yu Wang Songhao Piao Jianfeng Gao Ming Zhou H. Hon AI4CE 84 393 0 28 Feb 2020
Training Question Answering Models From Synthetic Data Raul Puri Ryan Spring M. Patwary Mohammad Shoeybi Bryan Catanzaro ELM 72 159 0 22 Feb 2020
FQuAD: French Question Answering Dataset Martin d'Hoffschmidt Wacim Belblidia Tom Brendlé Quentin Heinrich Maxime Vidal 59 100 0 14 Feb 2020
ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation Dongling Xiao Han Zhang Yukun Li Yu Sun Hao Tian Hua Wu Haifeng Wang 63 127 0 26 Jan 2020
Multilingual Denoising Pre-training for Neural Machine Translation Yinhan Liu Jiatao Gu Naman Goyal Xian Li Sergey Edunov Marjan Ghazvininejad M. Lewis Luke Zettlemoyer AI4CE AIMat 111 1,806 0 22 Jan 2020
ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training Weizhen Qi Yu Yan Yeyun Gong Dayiheng Liu Nan Duan Jiusheng Chen Ruofei Zhang Ming Zhou AI4TS 69 450 0 13 Jan 2020
SberQuAD -- Russian Reading Comprehension Dataset: Description and Analysis Pavel Efimov Andrey Chertok Leonid Boytsov Pavel Braslavski 93 61 0 20 Dec 2019
Automatic Spanish Translation of the SQuAD Dataset for Multilingual Question Answering C. Carrino Marta R. Costa-jussá José A. R. Fonollosa 37 89 0 11 Dec 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 221 10,792 0 29 Oct 2019
On the Cross-lingual Transferability of Monolingual Representations Mikel Artetxe Sebastian Ruder Dani Yogatama 175 793 0 25 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 379 20,053 0 23 Oct 2019
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 208 7,481 0 02 Oct 2019
KorQuAD1.0: Korean QA Dataset for Machine Reading Comprehension Seungyoung Lim Myungji Kim Jooyoul Lee 30 93 0 16 Sep 2019
Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering Shiyue Zhang Joey Tianyi Zhou 62 139 0 13 Sep 2019
MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Wei Zhao Maxime Peyrard Fei Liu Yang Gao Christian M. Meyer Steffen Eger 161 595 0 05 Sep 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 531 24,351 0 26 Jul 2019
Unsupervised Question Answering by Cloze Translation Patrick Lewis Ludovic Denoyer Sebastian Riedel 44 139 0 12 Jun 2019
Unified Language Model Pre-training for Natural Language Understanding and Generation Li Dong Nan Yang Wenhui Wang Furu Wei Xiaodong Liu Yu Wang Jianfeng Gao M. Zhou H. Hon ELM AI4CE 198 1,554 0 08 May 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 285 5,764 0 21 Apr 2019
Information Maximizing Visual Question Generation Ranjay Krishna Michael S. Bernstein Li Fei-Fei 90 95 0 27 Mar 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.6K 94,511 0 11 Oct 2018
Towards a Better Metric for Evaluating Question Generation Systems Preksha Nema Mitesh M. Khapra 68 108 0 30 Aug 2018
Harvesting Paragraph-Level Question-Answer Pairs from Wikipedia Xinya Du Claire Cardie KELM 55 161 0 15 May 2018
Learning to Ask: Neural Question Generation for Reading Comprehension Xinya Du Junru Shao Claire Cardie 3DV 143 663 0 29 Apr 2017
Neural Question Generation from Text: A Preliminary Study Qingyu Zhou Nan Yang Furu Wei Chuanqi Tan Hangbo Bao M. Zhou 58 335 0 06 Apr 2017
NewsQA: A Machine Comprehension Dataset Adam Trischler Tong Wang Xingdi Yuan Justin Harris Alessandro Sordoni Philip Bachman Kaheer Suleman 82 893 0 29 Nov 2016
Words or Characters? Fine-grained Gating for Reading Comprehension Zhilin Yang Bhuwan Dhingra Ye Yuan Junjie Hu William W. Cohen Ruslan Salakhutdinov AI4CE 67 100 0 06 Nov 2016
Machine Comprehension Using Match-LSTM and Answer Pointer Shuohang Wang Jing Jiang 73 594 0 29 Aug 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 241 8,113 0 16 Jun 2016
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 387 20,528 0 10 Sep 2014