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Self-Supervised Audio-and-Text Pre-training with Extremely Low-Resource Parallel Data


Apr 10, 2022
Yu Kang, Tianqiao Liu, Hang Li, Yang Hao, Wenbiao Ding

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* AAAI 2022 

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CTAL: Pre-training Cross-modal Transformer for Audio-and-Language Representations


Sep 01, 2021
Hang Li, Yu Kang, Tianqiao Liu, Wenbiao Ding, Zitao Liu

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* The 2021 Conference on Empirical Methods in Natural Language Processing 

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Temporal-aware Language Representation Learning From Crowdsourced Labels


Jul 15, 2021
Yang Hao, Xiao Zhai, Wenbiao Ding, Zitao Liu

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* The 59th Annual Meeting of the Association for Computational Linguistics Workshop on Representation Learning for NLP (ACL RepL4NLP 2021) 

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Automatic Task Requirements Writing Evaluation via Machine Reading Comprehension


Jul 15, 2021
Shiting Xu, Guowei Xu, Peilei Jia, Wenbiao Ding, Zhongqin Wu, Zitao Liu

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* AIED'21: The 22nd International Conference on Artificial Intelligence in Education, 2021 

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A Multimodal Machine Learning Framework for Teacher Vocal Delivery Evaluation


Jul 15, 2021
Hang Li, Yu Kang, Yang Hao, Wenbiao Ding, Zhongqin Wu, Zitao Liu

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* AIED'21: The 22nd International Conference on Artificial Intelligence in Education, 2021 

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An Educational System for Personalized Teacher Recommendation in K-12 Online Classrooms


Jul 15, 2021
Jiahao Chen, Hang Li, Wenbiao Ding, Zitao Liu

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* AIED'21: The 22nd International Conference on Artificial Intelligence in Education, 2021 

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Solving ESL Sentence Completion Questions via Pre-trained Neural Language Models


Jul 15, 2021
Qiongqiong Liu, Tianqiao Liu, Jiafu Zhao, Qiang Fang, Wenbiao Ding, Zhongqin Wu, Feng Xia, Jiliang Tang, Zitao Liu

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* AIED'21: The 22nd International Conference on Artificial Intelligence in Education, 2021 

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Multi-Task Learning based Online Dialogic Instruction Detection with Pre-trained Language Models


Jul 15, 2021
Yang Hao, Hang Li, Wenbiao Ding, Zhongqin Wu, Jiliang Tang, Rose Luckin, Zitao Liu

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* AIED'21: The 22nd International Conference on Artificial Intelligence in Education, 2021 

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Robust Learning for Text Classification with Multi-source Noise Simulation and Hard Example Mining


Jul 15, 2021
Guowei Xu, Wenbiao Ding, Weiping Fu, Zhongqin Wu, Zitao Liu

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* ECML-PKDD'21: The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021 

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Towards the Memorization Effect of Neural Networks in Adversarial Training


Jun 09, 2021
Han Xu, Xiaorui Liu, Wentao Wang, Wenbiao Ding, Zhongqin Wu, Zitao Liu, Anil Jain, Jiliang Tang

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* Preprint, under submission 

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