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Survey of Natural Language Processing for Education: Taxonomy, Systematic Review, and Future Trends

15 January 2024

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Papers citing "Survey of Natural Language Processing for Education: Taxonomy, Systematic Review, and Future Trends"

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Title
Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question Generation Yuanyuan Liang Jianing Wang Hanlun Zhu Lei Wang Weining Qian Yunshi Lan LRM ReLM 76 39 0 12 Oct 2023
TheoremQA: A Theorem-driven Question Answering dataset Wenhu Chen Ming Yin Max Ku Pan Lu Yixin Wan Xueguang Ma Jianyu Xu Xinyi Wang Tony Xia AIMat 95 135 0 21 May 2023
Multi-source Education Knowledge Graph Construction and Fusion for College Curricula Zeju Li Lin-xiao Cheng Chun-Xiao Zhang Xinning Zhu Hui-Juan Zhao 19 10 0 08 May 2023
Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models Lei Wang Wanyu Xu Yihuai Lan Zhiqiang Hu Yunshi Lan Roy Ka-wei Lee Ee-Peng Lim ReLM LRM 110 346 0 06 May 2023
Is ChatGPT a Highly Fluent Grammatical Error Correction System? A Comprehensive Evaluation Tao Fang Shu Yang Kaixin Lan Derek F. Wong Jinpeng Hu Lidia S. Chao Yue Zhang AI4MH LRM ELM KELM 65 112 0 04 Apr 2023
CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X Qinkai Zheng Xiao Xia Xu Zou Yuxiao Dong Shanshan Wang ... Andi Wang Yang Li Teng Su Zhilin Yang Jie Tang ELM ALM SyDa 118 338 0 30 Mar 2023
Learning to Reuse Distractors to support Multiple Choice Question Generation in Education Semere Kiros Bitew Amir Hadifar Lucas Sterckx Johannes Deleu Chris Develder Thomas Demeester AI4Ed 76 15 0 25 Oct 2022
EduQG: A Multi-format Multiple Choice Dataset for the Educational Domain Amir Hadifar Semere Kiros Bitew Johannes Deleu Chris Develder Thomas Demeester AI4Ed 65 19 0 12 Oct 2022
Automatic Chain of Thought Prompting in Large Language Models Zhuosheng Zhang Aston Zhang Mu Li Alexander J. Smola ReLM LRM 148 621 0 07 Oct 2022
Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning Pan Lu Liang Qiu Kai-Wei Chang Ying Nian Wu Song-Chun Zhu Tanmay Rajpurohit Peter Clark Ashwin Kalyan ReLM LRM 159 294 0 29 Sep 2022
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark Ashwin Kalyan ELM ReLM LRM 278 1,286 0 20 Sep 2022
Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models Mirac Suzgun Luke Melas-Kyriazi Dan Jurafsky VLM 112 66 0 23 May 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 76 42 0 27 Mar 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 66 101 0 26 Mar 2022
Automating Code Review Activities by Large-Scale Pre-training Zhiyu Li Shuai Lu Daya Guo Nan Duan Shailesh Jannu ... Deep Majumder Jared Green Alexey Svyatkovskiy Shengyu Fu Neel Sundaresan VLM 70 150 0 17 Mar 2022
Interpretability for Language Learners Using Example-Based Grammatical Error Correction Masahiro Kaneko Sho Takase Ayana Niwa Naoaki Okazaki 67 26 0 14 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 817 9,576 0 28 Jan 2022
Czech Grammar Error Correction with a Large and Diverse Corpus Jakub Náplava Milan Straka Jana Straková Alexandr Rosen 68 35 0 14 Jan 2022
Training Verifiers to Solve Math Word Problems K. Cobbe V. Kosaraju Mohammad Bavarian Mark Chen Heewoo Jun ... Jerry Tworek Jacob Hilton Reiichiro Nakano Christopher Hesse John Schulman ReLM OffRL LRM 306 4,408 0 27 Oct 2021
IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning Pan Lu Liang Qiu Jiaqi Chen Tony Xia Yizhou Zhao Wei Zhang Zhou Yu Xiaodan Liang Song-Chun Zhu AIMat 99 200 0 25 Oct 2021
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq Joty Guosheng Lin 289 1,580 0 02 Sep 2021
MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers Yihuai Lan Lei Wang Qiyuan Zhang Yunshi Lan B. Dai Yan Wang Dongxiang Zhang Ee-Peng Lim AIMat 74 72 0 02 Sep 2021
A Diverse Corpus for Evaluating and Developing English Math Word Problem Solvers Shen-Yun Miao Chao-Chun Liang Keh-Yih Su 66 341 0 30 Jun 2021
Question Generation for Adaptive Education Megha Srivastava Noah D. Goodman AI4Ed 50 41 0 08 Jun 2021
A Simple Recipe for Multilingual Grammatical Error Correction S. Rothe Jonathan Mallinson Eric Malmi Sebastian Krause Aliaksei Severyn 49 166 0 07 Jun 2021
Guiding the Growth: Difficulty-Controllable Question Generation through Step-by-Step Rewriting Yi Cheng Siyao Li Bang Liu Ruihui Zhao Sujian Li Chenghua Lin Yefeng Zheng 107 39 0 25 May 2021
UA-GEC: Grammatical Error Correction and Fluency Corpus for the Ukrainian Language Oleksiy Syvokon O. Nahorna 65 33 0 31 Mar 2021
Unified Pre-training for Program Understanding and Generation Wasi Uddin Ahmad Saikat Chakraborty Baishakhi Ray Kai-Wei Chang 135 766 0 10 Mar 2021
Few-Shot Question Answering by Pretraining Span Selection Ori Ram Yuval Kirstain Jonathan Berant Amir Globerson Omer Levy 81 97 0 02 Jan 2021
EQG-RACE: Examination-Type Question Generation Xin Jia Wenjie Zhou Xu Sun Yunfang Wu AI4Ed 62 40 0 11 Dec 2020
Seq2Edits: Sequence Transduction Using Span-level Edit Operations Felix Stahlberg Shankar Kumar BDL 85 84 0 23 Sep 2020
GraphCodeBERT: Pre-training Code Representations with Data Flow Daya Guo Shuo Ren Shuai Lu Zhangyin Feng Duyu Tang ... Dawn Drain Neel Sundaresan Jian Yin Daxin Jiang M. Zhou 145 1,134 0 17 Sep 2020
GECToR -- Grammatical Error Correction: Tag, Not Rewrite Kostiantyn Omelianchuk Vitaliy Atrasevych Artem Chernodub Oleksandr Skurzhanskyi 74 316 0 26 May 2020
CodeBERT: A Pre-Trained Model for Programming and Natural Languages Zhangyin Feng Daya Guo Duyu Tang Nan Duan Xiaocheng Feng ... Linjun Shou Bing Qin Ting Liu Daxin Jiang Ming Zhou 165 2,637 0 19 Feb 2020
Improving Question Generation with Sentence-level Semantic Matching and Answer Position Inferring Xiyao Ma Qile Zhu Yanlin Zhou Xiaolin Li D. Wu 3DV 62 62 0 02 Dec 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 442 20,181 0 23 Oct 2019
Domain-agnostic Question-Answering with Adversarial Training Seanie Lee Donggyu Kim Jangwon Park OOD 53 72 0 21 Oct 2019
Natural Question Generation with Reinforcement Learning Based Graph-to-Sequence Model Yu Chen Lingfei Wu Mohammed J Zaki 35 11 0 19 Oct 2019
Parallel Iterative Edit Models for Local Sequence Transduction Abhijeet Awasthi Sunita Sarawagi Rasna Goyal Sabyasachi Ghosh Vihari Piratla KELM 56 148 0 07 Oct 2019
Encode, Tag, Realize: High-Precision Text Editing Eric Malmi Sebastian Krause S. Rothe Daniil Mirylenka Aliaksei Severyn 3DV 75 171 0 03 Sep 2019
Multi-Task Learning with Language Modeling for Question Generation Wenjie Zhou Minghua Zhang Yunfang Wu 57 32 0 30 Aug 2019
EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing Yue Dong Zichao Li Mehdi Rezagholizadeh Jackie C.K. Cheung 68 160 0 19 Jun 2019
Neural Generation of Diverse Questions using Answer Focus, Contextual and Linguistic Features Vrindavan Harrison M. Walker AIMat 32 49 0 07 Sep 2018
The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers Dongxiang Zhang Lei Wang Nuo Xu B. Dai Heng Tao Shen ReLM AIMat 64 127 0 22 Aug 2018
Question-Guided Hybrid Convolution for Visual Question Answering Peng Gao Pan Lu Hongsheng Li Shuang Li Yikang Li Guosheng Lin Xiaogang Wang 133 68 0 08 Aug 2018
R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering Pan Lu Lei Ji Wei Zhang Nan Duan M. Zhou Jianyong Wang CoGe 56 79 0 24 May 2018
DVQA: Understanding Data Visualizations via Question Answering Kushal Kafle Brian L. Price Scott D. Cohen Christopher Kanan AIMat 77 390 0 24 Jan 2018
RACE: Large-scale ReAding Comprehension Dataset From Examinations Guokun Lai Qizhe Xie Hanxiao Liu Yiming Yang Eduard H. Hovy ELM 186 1,348 0 15 Apr 2017
Neural Question Generation from Text: A Preliminary Study Qingyu Zhou Nan Yang Furu Wei Chuanqi Tan Hangbo Bao M. Zhou 61 335 0 06 Apr 2017
Annotating Derivations: A New Evaluation Strategy and Dataset for Algebra Word Problems Shyam Upadhyay Ming-Wei Chang AIMat 54 58 0 23 Sep 2016