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An Efficient COarse-to-fiNE Alignment Framework @ Ego4D Natural Language Queries Challenge 2022


Nov 16, 2022
Zhijian Hou, Wanjun Zhong, Lei Ji, Difei Gao, Kun Yan, Wing-Kwong Chan, Chong-Wah Ngo, Zheng Shou, Nan Duan

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* Technical report for ECCV 2022 Ego4D workshop, 4 pages, 2 figures, 2 tables. arXiv admin note: substantial text overlap with arXiv:2209.10918 

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Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers


Oct 20, 2022
Wanjun Zhong, Tingting Ma, Jiahai Wang, Jian Yin, Tiejun Zhao, Chin-Yew Lin, Nan Duan

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* 14 pages 

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Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA


Oct 11, 2022
Junjie Huang, Wanjun Zhong, Qian Liu, Ming Gong, Daxin Jiang, Nan Duan

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* Accepted to Findings of EMNLP 2022 

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CONE: An Efficient COarse-to-fiNE Alignment Framework for Long Video Temporal Grounding


Sep 22, 2022
Zhijian Hou, Wanjun Zhong, Lei Ji, Difei Gao, Kun Yan, Wing-Kwong Chan, Chong-Wah Ngo, Zheng Shou, Nan Duan

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* Preprint. 9 pages, 5 figures, 3 tables 

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Improving Task Generalization via Unified Schema Prompt


Aug 05, 2022
Wanjun Zhong, Yifan Gao, Ning Ding, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan

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LogiGAN: Learning Logical Reasoning via Adversarial Pre-training


May 18, 2022
Xinyu Pi, Wanjun Zhong, Yan Gao, Nan Duan, Jian-Guang Lou

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* 19 pages 

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Modeling Semantic Composition with Syntactic Hypergraph for Video Question Answering


May 13, 2022
Zenan Xu, Wanjun Zhong, Qinliang Su, Zijing Ou, Fuwei Zhang

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* 11pages, 7 figures 

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ProQA: Structural Prompt-based Pre-training for Unified Question Answering


May 09, 2022
Wanjun Zhong, Yifan Gao, Ning Ding, Yujia Qin, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan

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* NAACL 2022 

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Reasoning over Hybrid Chain for Table-and-Text Open Domain QA


Jan 15, 2022
Wanjun Zhong, Junjie Huang, Qian Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan

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From LSAT: The Progress and Challenges of Complex Reasoning


Aug 02, 2021
Siyuan Wang, Zhongkun Liu, Wanjun Zhong, Ming Zhou, Zhongyu Wei, Zhumin Chen, Nan Duan

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* 17 pages, 5 figures submitted for consideration of publication to the IEEE Transactions on Audio, Speech, and Language Processing, 2021 

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