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Complementary Evidence Identification in Open-Domain Question Answering


Apr 05, 2021
Xiangyang Mou, Mo Yu, Shiyu Chang, Yufei Feng, Li Zhang, Hui Su

* 7 pages, EACL 2021 

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CASS: Towards Building a Social-Support Chatbot for Online Health Community


Feb 04, 2021
Liuping Wang, Dakuo Wang, Feng Tian, Zhenhui Peng, Xiangmin Fan, Zhan Zhang, Shuai Ma, Mo Yu, Xiaojuan Ma, Hongan Wang


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Question Answering over Knowledge Bases by Leveraging Semantic Parsing and Neuro-Symbolic Reasoning


Dec 03, 2020
Pavan Kapanipathi, Ibrahim Abdelaziz, Srinivas Ravishankar, Salim Roukos, Alexander Gray, Ramon Astudillo, Maria Chang, Cristina Cornelio, Saswati Dana, Achille Fokoue, Dinesh Garg, Alfio Gliozzo, Sairam Gurajada, Hima Karanam, Naweed Khan, Dinesh Khandelwal, Young-Suk Lee, Yunyao Li, Francois Luus, Ndivhuwo Makondo, Nandana Mihindukulasooriya, Tahira Naseem, Sumit Neelam, Lucian Popa, Revanth Reddy, Ryan Riegel, Gaetano Rossiello, Udit Sharma, G P Shrivatsa Bhargav, Mo Yu


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Interpretable Visual Reasoning via Induced Symbolic Space


Nov 23, 2020
Zhonghao Wang, Mo Yu, Kai Wang, Jinjun Xiong, Wen-mei Hwu, Mark Hasegawa-Johnson, Humphrey Shi


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Multilingual BERT Post-Pretraining Alignment


Oct 23, 2020
Lin Pan, Chung-Wei Hang, Haode Qi, Abhishek Shah, Mo Yu, Saloni Potdar


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Deriving Commonsense Inference Tasks from Interactive Fictions


Oct 19, 2020
Mo Yu, Xiaoxiao Guo, Yufei Feng, Xiaodan Zhu, Michael Greenspan, Murray Campbell


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Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning


Oct 05, 2020
Xiaoxiao Guo, Mo Yu, Yupeng Gao, Chuang Gan, Murray Campbell, Shiyu Chang

* Accepted to EMNLP 2020 

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MCMH: Learning Multi-Chain Multi-Hop Rules for Knowledge Graph Reasoning


Oct 05, 2020
Lu Zhang, Mo Yu, Tian Gao, Yue Yu

* Accepted Findings of EMNLP2020 

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Leveraging Semantic Parsing for Relation Linking over Knowledge Bases


Sep 16, 2020
Nandana Mihindukulasooriya, Gaetano Rossiello, Pavan Kapanipathi, Ibrahim Abdelaziz, Srinivas Ravishankar, Mo Yu, Alfio Gliozzo, Salim Roukos, Alexander Gray

* Accepted at the 19th International Semantic Web Conference (ISWC 2020) 

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Frustratingly Hard Evidence Retrieval for QA Over Books


Jul 20, 2020
Xiangyang Mou, Mo Yu, Bingsheng Yao, Chenghao Yang, Xiaoxiao Guo, Saloni Potdar, Hui Su

* ACL 2020 NUSE Workshop, 6 pages 

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Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation


Apr 22, 2020
Zhonghao Wang, Mo Yu, Yunchao Wei, Rogerio Feris, Jinjun Xiong, Wen-mei Hwu, Thomas S. Huang, Honghui Shi

* CVPR 2020 

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Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games


Apr 06, 2020
Yufei Feng, Mo Yu, Wenhan Xiong, Xiaoxiao Guo, Junjie Huang, Shiyu Chang, Murray Campbell, Michael Greenspan, Xiaodan Zhu


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Invariant Rationalization


Mar 22, 2020
Shiyu Chang, Yang Zhang, Mo Yu, Tommi S. Jaakkola

* 10 pages 

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Leveraging Dependency Forest for Neural Medical Relation Extraction


Dec 16, 2019
Linfeng Song, Yue Zhang, Daniel Gildea, Mo Yu, Zhiguo Wang, Jinsong Su

* EMNLP 2020, with "correct" source-code address: http://github.com/freesunshine0316/dep-forest-re 

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Generalizable Resource Allocation in Stream Processing via Deep Reinforcement Learning


Nov 19, 2019
Xiang Ni, Jing Li, Mo Yu, Wang Zhou, Kun-Lung Wu

* Accepted by AAAI 2020 

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Do Multi-hop Readers Dream of Reasoning Chains?


Oct 31, 2019
Haoyu Wang, Mo Yu, Xiaoxiao Guo, Rajarshi Das, Wenhan Xiong, Tian Gao

* Accepted by MRQA Workshop 2019 

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Rethinking Cooperative Rationalization: Introspective Extraction and Complement Control


Oct 29, 2019
Mo Yu, Shiyu Chang, Yang Zhang, Tommi S. Jaakkola

* Accepted by EMNLP 2019 

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A Game Theoretic Approach to Class-wise Selective Rationalization


Oct 28, 2019
Shiyu Chang, Yang Zhang, Mo Yu, Tommi S. Jaakkola

* Accepted by Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada 

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An Efficient and Margin-Approaching Zero-Confidence Adversarial Attack


Oct 01, 2019
Yang Zhang, Shiyu Chang, Mo Yu, Kaizhi Qian


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Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering


Sep 17, 2019
Ameya Godbole, Dilip Kavarthapu, Rajarshi Das, Zhiyu Gong, Abhishek Singhal, Hamed Zamani, Mo Yu, Tian Gao, Xiaoxiao Guo, Manzil Zaheer, Andrew McCallum


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Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering


Sep 17, 2019
Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Hong Wang, Shiyu Chang, Murray Campbell, William Yang Wang


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Towards Open-Domain Named Entity Recognition via Neural Correction Models


Sep 13, 2019
Mengdi Zhu, Zheye Deng, Wenhan Xiong, Mo Yu, Ming Zhang, William Yang Wang


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Out-of-Domain Detection for Low-Resource Text Classification Tasks


Aug 31, 2019
Ming Tan, Yang Yu, Haoyu Wang, Dakuo Wang, Saloni Potdar, Shiyu Chang, Mo Yu

* EMNLP 2019 

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Meta Reasoning over Knowledge Graphs


Aug 13, 2019
Hong Wang, Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Shiyu Chang, William Yang Wang


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Multi-Granular Text Encoding for Self-Explaining Categorization


Jul 19, 2019
Zhiguo Wang, Yue Zhang, Mo Yu, Wei Zhang, Lin Pan, Linfeng Song, Kun Xu, Yousef El-Kurdi

* Accepted by BlackboxNLP 2019 

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