What Should I Learn First: Introducing LectureBank for NLP Education and
Prerequisite Chain Learning

What Should I Learn First: Introducing LectureBank for NLP Education and Prerequisite Chain Learning

26 November 2018

Alexander R. Fabbri

Dragomir R. Radev

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Papers citing "What Should I Learn First: Introducing LectureBank for NLP Education and Prerequisite Chain Learning"

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Title
LecEval: An Automated Metric for Multimodal Knowledge Acquisition in Multimedia Learning Joy Lim Jia Yin Daniel Zhang-Li Jifan Yu Haoyang Li Shangqing Tu ... Zhiyuan Liu Huiqin Liu Lei Hou Juanzi Li Bin Xu 77 0 0 04 May 2025
Examining GPT's Capability to Generate and Map Course Concepts and Their Relationship Tianyuan Yang Ren Baofeng Chenghao Gu Tianjia He Boxuan Ma Shiníchi Konomi 65 0 0 11 Apr 2025
M $^3$ AV: A Multimodal, Multigenre, and Multipurpose Audio-Visual Academic Lecture Dataset Zhe Chen Heyang Liu Wenyi Yu Guangzhi Sun Hongcheng Liu Ji Wu Chao Zhang Yu Wang Yanfeng Wang VGen 98 1 0 21 Mar 2024
Concept Prerequisite Relation Prediction by Using Permutation-Equivariant Directed Graph Neural Networks Xiran Qu Xuequn Shang Yupei Zhang 63 2 0 15 Dec 2023
MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student Modeling in MOOCs Jifan Yu Mengyin Lu Qingyang Zhong Zijun Yao Shangqing Tu ... Manli Li Lei Hou Haitao Zheng Juanzi Li Jie Tang AI4Ed 72 14 0 05 Apr 2023
How Data Scientists Review the Scholarly Literature Sheshera Mysore Mahmood Jasim Haoru Song Sarah Akbar Andre Kenneth Chase Randall Narges Mahyar AI4CE 66 9 0 10 Jan 2023
Multimodal Lecture Presentations Dataset: Understanding Multimodality in Educational Slides Dong Won Lee Chaitanya Ahuja Paul Pu Liang Sanika Natu Louis-Philippe Morency 139 8 0 17 Aug 2022
A Transfer Learning Pipeline for Educational Resource Discovery with Application in Leading Paragraph Generation Irene Li T. George Alexander R. Fabbri Tammy Liao Benjamin Chen Rina Kawamura Richard Zhou Vanessa Yan Swapnil Hingmire Dragomir R. Radev 34 0 0 07 Jan 2022
CLICKER: A Computational LInguistics Classification Scheme for Educational Resources Swapnil Hingmire Irene Li Rena Kawamura Benjamin Chen Alexander R. Fabbri ... Wai Pan Wong Vanessa Yan Richard Zhou Girish Keshav Palshikar Dragomir R. Radev 52 1 0 16 Dec 2021
Tell Me How to Survey: Literature Review Made Simple with Automatic Reading Path Generation Jiayuan Ding Tong Xiang Zijing Ou Wangyang Zuo Ruihui Zhao Chenghua Lin Yefeng Zheng Bang Liu 66 5 0 12 Oct 2021
Efficient Variational Graph Autoencoders for Unsupervised Cross-domain Prerequisite Chains Irene Li Vanessa Yan Dragomir R. Radev GNN BDL 49 3 0 17 Sep 2021
MOOCRep: A Unified Pre-trained Embedding of MOOC Entities Shalini Pandey Jaideep Srivastava 51 0 0 12 Jul 2021
Unsupervised Cross-Domain Prerequisite Chain Learning using Variational Graph Autoencoders Irene Li Vanessa Yan Tianxiao Li Rihao Qu Dragomir R. Radev SSL 61 18 0 07 May 2021
LiGCN: Label-interpretable Graph Convolutional Networks for Multi-label Text Classification Irene Li Aosong Feng Hao Wu Tianxiao Li Toyotaro Suzumura Ruihai Dong 51 10 0 26 Mar 2021
R-VGAE: Relational-variational Graph Autoencoder for Unsupervised Prerequisite Chain Learning Irene Li Alexander R. Fabbri Swapnil Hingmire Dragomir R. Radev BDL 31 27 0 22 Apr 2020