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Trustworthy AI: From Principles to Practices

Oct 04, 2021
Bo Li, Peng Qi, Bo Liu, Shuai Di, Jingen Liu, Jiquan Pei, Jinfeng Yi, Bowen Zhou

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VeniBot: Towards Autonomous Venipuncture with Automatic Puncture Area and Angle Regression from NIR Images

May 27, 2021
Xu Cao, Zijie Chen, Bolin Lai, Yuxuan Wang, Yu Chen, Zhengqing Cao, Zhilin Yang, Nanyang Ye, Junbo Zhao, Xiao-Yun Zhou, Peng Qi

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VeniBot: Towards Autonomous Venipuncture with Semi-supervised Vein Segmentation from Ultrasound Images

May 27, 2021
Yu Chen, Yuxuan Wang, Bolin Lai, Zijie Chen, Xu Cao, Nanyang Ye, Zhongyuan Ren, Junbo Zhao, Xiao-Yun Zhou, Peng Qi

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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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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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Retrieve, Rerank, Read, then Iterate: Answering Open-Domain Questions of Arbitrary Complexity from Text

Oct 23, 2020
Peng Qi, Haejun Lee, Oghenetegiri "TG" Sido, Christopher D. Manning

* Peng Qi and Haejun Lee contributed equally 

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Neural Generation Meets Real People: Towards Emotionally Engaging Mixed-Initiative Conversations

Sep 05, 2020
Ashwin Paranjape, Abigail See, Kathleen Kenealy, Haojun Li, Amelia Hardy, Peng Qi, Kaushik Ram Sadagopan, Nguyet Minh Phu, Dilara Soylu, Christopher D. Manning

* Published in 3rd Proceedings of Alexa Prize (Alexa Prize 2019) 

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Do Syntax Trees Help Pre-trained Transformers Extract Information?

Aug 20, 2020
Devendra Singh Sachan, Yuhao Zhang, Peng Qi, William Hamilton

* Code will be made available 

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Biomedical and Clinical English Model Packages in the Stanza Python NLP Library

Jul 29, 2020
Yuhao Zhang, Yuhui Zhang, Peng Qi, Christopher D. Manning, Curtis P. Langlotz

* Website:; demo page: 

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Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations

Apr 30, 2020
Peng Qi, Yuhao Zhang, Christopher D. Manning

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Stanza: A Python Natural Language Processing Toolkit for Many Human Languages

Apr 23, 2020
Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton, Christopher D. Manning

* ACL2020 System Demonstration. First two authors contribute equally. Website: 

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Answering Complex Open-domain Questions Through Iterative Query Generation

Oct 15, 2019
Peng Qi, Xiaowen Lin, Leo Mehr, Zijian Wang, Christopher D. Manning

* EMNLP-IJCNLP 2019. Xiaowen Lin, Leo Mehr, and Zijian Wang contributed equally. GitHub: 

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Universal Dependency Parsing from Scratch

Jan 29, 2019
Peng Qi, Timothy Dozat, Yuhao Zhang, Christopher D. Manning

* In Proceedings of the CoNLL 2018 UD Shared Task. First three authors contributed roughly equally. Github repo: Website: 

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Graph Convolution over Pruned Dependency Trees Improves Relation Extraction

Sep 26, 2018
Yuhao Zhang, Peng Qi, Christopher D. Manning

* EMNLP 2018. Code available at: 

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HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering

Sep 25, 2018
Zhilin Yang, Peng Qi, Saizheng Zhang, Yoshua Bengio, William W. Cohen, Ruslan Salakhutdinov, Christopher D. Manning

* EMNLP 2018 long paper. The first three authors contribute equally. Data, code, and blog posts available at 

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Sharp Nearby, Fuzzy Far Away: How Neural Language Models Use Context

May 12, 2018
Urvashi Khandelwal, He He, Peng Qi, Dan Jurafsky

* ACL 2018 

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Arc-swift: A Novel Transition System for Dependency Parsing

May 12, 2017
Peng Qi, Christopher D. Manning

* Accepted at ACL 2017 

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Building DNN Acoustic Models for Large Vocabulary Speech Recognition

Jan 20, 2015
Andrew L. Maas, Peng Qi, Ziang Xie, Awni Y. Hannun, Christopher T. Lengerich, Daniel Jurafsky, Andrew Y. Ng

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