☀️A list of question generation papers (with code)
| Publish Year | Title | Author | Code | Tags | Note |
|---|---|---|---|---|---|
| Apr 08, 2019 | Semi-Supervised Few-Shot Learning for Dual Question-Answer Extraction | Zhejiang University / University of California, Irvine | https://github.com/wyharveychen/CloserLookFewShot | Code, Question Generation | Code has not been adapted for QGen. It's just for Few-Shot learning |
| Mar 07, 2019 | Difficulty Controllable Generation of Reading Comprehension Questions | The Chinese University of Hong Kong / Alibaba DAMO Academy | Question Generation | ||
| Feb 27, 2019 | Learning to Generate Questions by Learning What not to Generate | University of Alberta / Tencent | Question Generation | ||
| Dec 18, 2018 | Distractor-Generation-RACE | The Chinese University of Hong Kong / Alibaba DAMO Academy / Tencent AI | https://github.com/Evan-Gao/Distractor-Generation-RACE | Code, Distractor Generation | |
| Nov 19, 2018 | Improving Neural Question Generation using Answer Separation | Seoul National University | https://github.com/yanghoonkim/NQG_ASs2s | Code, Question Generation | |
| Nov 08, 2018 | Automatic Opinion Question Generation | University of Lethbridge | Question Generation | ||
| Nov 04, 2018 | Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention Networks | Microsoft AI & Research | Question Generation | ||
| Oct 22, 2018 | Compiling Questions into Balanced Quizzes about Documents | Sapienza University of Rome / EPFL | Question Generation | ||
| Sep 10, 2018 | Dual Ask-Answer Network for Machine Reading Comprehension | Tencent AI Lab | https://github.com/hanxiao/daanet | Code, Question Generation | |
| Jun 01, 2018 | Leveraging Context Information for Natural Question Generation | University of Rochester / IBM / SUTD | https://github.com/freesunshine0316/MPQG | Code, Question Generation | |
| Jun 01, 2018 | QG-Net: A Data-Driven Question Generation Model for Educational Content | Rice / Princeton / OpenStax | https://github.com/moonlightlane/QG-Net | Code, Question Generation | |
| Apr 20, 2018 | LearningQ: A Large-scale Dataset for Educational Question Generation | Delft University of Technology / University of Fribourg | https://github.com/AngusGLChen/LearningQ | Code, Question Generation | Examples given are in chinese |
| Mar 14, 2018 | Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge | Allen Institute for Artificial Intelligence | Question Generation | ||
| Jan 01, 2017 | Large-scale Simple Question Generation by Template-based Seq2seq Learning | China Ministry of Education, Peking University | Question Generation | ||
| Jul 31, 2015 | Deep Questions without Deep Understanding | Cornell University / Microsoft Research | Question Generation, Template | ||
| Jun 08, 2012 | Mind the Gap: Learning to Choose Gaps for Question Generation | Microsoft Research | Question Generation | ||
| Aug 09, 2018 | Teaching Machines to Ask Questions | Kaichun Yao et al. | GAN, Question Generation | ||
| Feb 19, 2018 | Zero-Shot Question Generation from Knowledge Graphs for Unseen Predicates and Entity Types" | Universite de Lyon | Question Generation | This is Knowledge Graph based | |
| Jan 01, 2013 | Generating Natural Language Questions to Support Learning On-Line | Simon Fraser University | Question Generation, Template |