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Semantic Categorization of Social Knowledge for Commonsense Question Answering


Sep 11, 2021
Gengyu Wang, Xiaochen Hou, Diyi Yang, Kathleen McKeown, Jing Huang

* Accepted by SustaiNLP 2021 on EMNLP 2021 

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On the Opportunities and Risks of Foundation Models


Aug 18, 2021
Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, Russ Altman, Simran Arora, Sydney von Arx, Michael S. Bernstein, Jeannette Bohg, Antoine Bosselut, Emma Brunskill, Erik Brynjolfsson, Shyamal Buch, Dallas Card, Rodrigo Castellon, Niladri Chatterji, Annie Chen, Kathleen Creel, Jared Quincy Davis, Dora Demszky, Chris Donahue, Moussa Doumbouya, Esin Durmus, Stefano Ermon, John Etchemendy, Kawin Ethayarajh, Li Fei-Fei, Chelsea Finn, Trevor Gale, Lauren Gillespie, Karan Goel, Noah Goodman, Shelby Grossman, Neel Guha, Tatsunori Hashimoto, Peter Henderson, John Hewitt, Daniel E. Ho, Jenny Hong, Kyle Hsu, Jing Huang, Thomas Icard, Saahil Jain, Dan Jurafsky, Pratyusha Kalluri, Siddharth Karamcheti, Geoff Keeling, Fereshte Khani, Omar Khattab, Pang Wei Kohd, Mark Krass, Ranjay Krishna, Rohith Kuditipudi, Ananya Kumar, Faisal Ladhak, Mina Lee, Tony Lee, Jure Leskovec, Isabelle Levent, Xiang Lisa Li, Xuechen Li, Tengyu Ma, Ali Malik, Christopher D. Manning, Suvir Mirchandani, Eric Mitchell, Zanele Munyikwa, Suraj Nair, Avanika Narayan, Deepak Narayanan, Ben Newman, Allen Nie, Juan Carlos Niebles, Hamed Nilforoshan, Julian Nyarko, Giray Ogut, Laurel Orr, Isabel Papadimitriou, Joon Sung Park, Chris Piech, Eva Portelance, Christopher Potts, Aditi Raghunathan, Rob Reich, Hongyu Ren, Frieda Rong, Yusuf Roohani, Camilo Ruiz, Jack Ryan, Christopher Ré, Dorsa Sadigh, Shiori Sagawa, Keshav Santhanam, Andy Shih, Krishnan Srinivasan, Alex Tamkin, Rohan Taori, Armin W. Thomas, Florian Tramèr, Rose E. Wang, William Wang, Bohan Wu, Jiajun Wu, Yuhuai Wu, Sang Michael Xie, Michihiro Yasunaga, Jiaxuan You, Matei Zaharia, Michael Zhang, Tianyi Zhang, Xikun Zhang, Yuhui Zhang, Lucia Zheng, Kaitlyn Zhou, Percy Liang

* Authored by the Center for Research on Foundation Models (CRFM) at the Stanford Institute for Human-Centered Artificial Intelligence (HAI) 

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Joint System-Wise Optimization for Pipeline Goal-Oriented Dialog System


Jun 09, 2021
Zichuan Lin, Jing Huang, Bowen Zhou, Xiaodong He, Tengyu Ma

* 13 pages 

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Conversational AI Systems for Social Good: Opportunities and Challenges


May 13, 2021
Peng Qi, Jing Huang, Youzheng Wu, Xiaodong He, Bowen Zhou


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TextOCR: Towards large-scale end-to-end reasoning for arbitrary-shaped scene text


May 12, 2021
Amanpreet Singh, Guan Pang, Mandy Toh, Jing Huang, Wojciech Galuba, Tal Hassner

* To appear in CVPR 2021. 15 pages, 7 figures. First three authors contributed equally. More info at https://textvqa.org/textocr 

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UniGNN: a Unified Framework for Graph and Hypergraph Neural Networks


May 03, 2021
Jing Huang, Jie Yang

* Accepted by IJCAI 2021 

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Residual Enhanced Multi-Hypergraph Neural Network


May 02, 2021
Jing Huang, Xiaolin Huang, Jie Yang

* ICIP 2021 submitted 

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A Multiplexed Network for End-to-End, Multilingual OCR


Mar 29, 2021
Jing Huang, Guan Pang, Rama Kovvuri, Mandy Toh, Kevin J Liang, Praveen Krishnan, Xi Yin, Tal Hassner


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Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification


Mar 12, 2021
Xiaochen Hou, Peng Qi, Guangtao Wang, Rex Ying, Jing Huang, Xiaodong He, Bowen Zhou

* Accepted by NAACL 2021 

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Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling


Oct 23, 2020
Wenxuan Zhou, Kevin Huang, Tengyu Ma, Jing Huang

* Code available at https://github.com/wzhouad/ATLOP 

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Direct Multi-hop Attention based Graph Neural Network


Oct 02, 2020
Guangtao Wang, Rex Ying, Jing Huang, Jure Leskovec


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Inductive Learning on Commonsense Knowledge Graph Completion


Sep 19, 2020
Bin Wang, Guangtao Wang, Jing Huang, Jiaxuan You, Jure Leskovec, C. -C. Jay Kuo

* 10 pages, 3 figures, 7 tables 

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Entity and Evidence Guided Relation Extraction for DocRED


Aug 27, 2020
Kevin Huang, Guangtao Wang, Tengyu Ma, Jing Huang


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Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting


Jul 18, 2020
Minghui Liao, Guan Pang, Jing Huang, Tal Hassner, Xiang Bai

* Accepted by ECCV 2020 

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Mastering the working sequence in human-robot collaborative assembly based on reinforcement learning


Jul 08, 2020
Tian Yu, Jing Huang, Qing Chang

* 11 pages, 6 figures 

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Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation


Jul 03, 2020
Liwei Wang, Jing Huang, Yin Li, Kun Xu, Zhengyuan Yang, Dong Yu


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Speaker Diarization with Lexical Information


Apr 13, 2020
Tae Jin Park, Kyu J. Han, Jing Huang, Xiaodong He, Bowen Zhou, Panayiotis Georgiou, Shrikanth Narayanan

* Interspeech 2019, 391-395 

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Graph Sequential Network for Reasoning over Sequences


Apr 04, 2020
Ming Tu, Jing Huang, Xiaodong He, Bowen Zhou

* Part of this paper was presented at NeurIPS 2019 Workshop on Graph Representation Learning 

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Deep Visual Waterline Detection within Inland Marine Environment


Nov 24, 2019
Jing Huang, Hengfeng Miao, Lin Li, Yuanqiao Wen, Changshi Xiao

* 9 pages, 3 figures, journal 

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Select, Answer and Explain: Interpretable Multi-hop Reading Comprehension over Multiple Documents


Nov 22, 2019
Ming Tu, Kevin Huang, Guangtao Wang, Jing Huang, Xiaodong He, Bowen Zhou

* Accepted to AAAI 2020 

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Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding


Nov 09, 2019
Yun Tang, Jing Huang, Guangtao Wang, Xiaodong He, Bowen Zhou


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Speaker-invariant Affective Representation Learning via Adversarial Training


Nov 04, 2019
Haoqi Li, Ming Tu, Jing Huang, Shrikanth Narayanan, Panayiotis Georgiou

* 5 pages 

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Improving Graph Attention Networks with Large Margin-based Constraints


Oct 25, 2019
Guangtao Wang, Rex Ying, Jing Huang, Jure Leskovec


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Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification


Oct 24, 2019
Xiaochen Hou, Jing Huang, Guangtao Wang, Kevin Huang, Xiaodong He, Bowen Zhou


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Relation Module for Non-answerable Prediction on Question Answering


Oct 23, 2019
Kevin Huang, Yun Tang, Jing Huang, Xiaodong He, Bowen Zhou


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