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MoPro: Webly Supervised Learning with Momentum Prototypes

Sep 17, 2020
Junnan Li, Caiming Xiong, Steven C. H. Hoi


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Photon: A Robust Cross-Domain Text-to-SQL System

Aug 03, 2020
Jichuan Zeng, Xi Victoria Lin, Caiming Xiong, Richard Socher, Michael R. Lyu, Irwin King, Steven C. H. Hoi

* ACL 2020 system demonstration paper extended . The first two authors contributed equally to this work 

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SummEval: Re-evaluating Summarization Evaluation

Jul 31, 2020
Alexander R. Fabbri, Wojciech Kryściński, Bryan McCann, Caiming Xiong, Richard Socher, Dragomir Radev

* 10 pages, 4 tables, 1 figure 

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BERTology Meets Biology: Interpreting Attention in Protein Language Models

Jul 13, 2020
Jesse Vig, Ali Madani, Lav R. Varshney, Caiming Xiong, Richard Socher, Nazneen Fatema Rajani


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DART: Open-Domain Structured Data Record to Text Generation

Jul 06, 2020
Dragomir Radev, Rui Zhang, Amrit Rau, Abhinand Sivaprasad, Chiachun Hsieh, Nazneen Fatema Rajani, Xiangru Tang, Aadit Vyas, Neha Verma, Pranav Krishna, Yangxiaokang Liu, Nadia Irwanto, Jessica Pan, Faiaz Rahman, Ahmad Zaidi, Murori Mutuma, Yasin Tarabar, Ankit Gupta, Tao Yu, Yi Chern Tan, Xi Victoria Lin, Caiming Xiong, Richard Socher


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Theory-Inspired Path-Regularized Differential Network Architecture Search

Jun 30, 2020
Pan Zhou, Caiming Xiong, Richard Socher, Steven C. H. Hoi


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Towards Understanding Hierarchical Learning: Benefits of Neural Representations

Jun 24, 2020
Minshuo Chen, Yu Bai, Jason D. Lee, Tuo Zhao, Huan Wang, Caiming Xiong, Richard Socher


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A High-Quality Multilingual Dataset for Structured Documentation Translation

Jun 24, 2020
Kazuma Hashimoto, Raffaella Buschiazzo, James Bradbury, Teresa Marshall, Richard Socher, Caiming Xiong

* Published at WMT2019; the draft has been updated with our dataset's URL: https://github.com/salesforce/localization-xml-mt 

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WOAD: Weakly Supervised Online Action Detection in Untrimmed Videos

Jun 05, 2020
Mingfei Gao, Yingbo Zhou, Ran Xu, Richard Socher, Caiming Xiong


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Prototypical Contrastive Learning of Unsupervised Representations

Jun 05, 2020
Junnan Li, Pan Zhou, Caiming Xiong, Richard Socher, Steven C. H. Hoi


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EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading

May 26, 2020
Yifan Gao, Chien-Sheng Wu, Shafiq Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi

* ACL 2020, 11 pages, 3 figures 

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Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation

May 03, 2020
Tianlu Wang, Xi Victoria Lin, Nazneen Fatema Rajani, Bryan McCann, Vicente Ordonez, Caiming Xiong

* Accepted to ACL 2020 

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ToD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogues

Apr 29, 2020
Chien-Sheng Wu, Steven Hoi, Richard Socher, Caiming Xiong


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VD-BERT: A Unified Vision and Dialog Transformer with BERT

Apr 29, 2020
Yue Wang, Shafiq Joty, Michael R. Lyu, Irwin King, Caiming Xiong, Steven C. H. Hoi

* 15 pages, 7 figures, 4 tables 

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Towards Noise-resistant Object Detection with Noisy Annotations

Mar 03, 2020
Junnan Li, Caiming Xiong, Richard Socher, Steven Hoi


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Differentially Private Deep Learning with Smooth Sensitivity

Mar 01, 2020
Lichao Sun, Yingbo Zhou, Philip S. Yu, Caiming Xiong


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Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT

Feb 27, 2020
Lichao Sun, Kazuma Hashimoto, Wenpeng Yin, Akari Asai, Jia Li, Philip Yu, Caiming Xiong


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Taylorized Training: Towards Better Approximation of Neural Network Training at Finite Width

Feb 24, 2020
Yu Bai, Ben Krause, Huan Wang, Caiming Xiong, Richard Socher


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Neural Bayes: A Generic Parameterization Method for Unsupervised Representation Learning

Feb 20, 2020
Devansh Arpit, Huan Wang, Caiming Xiong, Richard Socher, Yoshua Bengio


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Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills

Feb 14, 2020
Víctor Campos, Alexander Trott, Caiming Xiong, Richard Socher, Xavier Giro-i-Nieto, Jordi Torres

* 17 pages, 11 figures 

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Proposal Learning for Semi-Supervised Object Detection

Jan 15, 2020
Peng Tang, Chetan Ramaiah, Ran Xu, Caiming Xiong


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Learning from Noisy Anchors for One-stage Object Detection

Dec 11, 2019
Hengduo Li, Zuxuan Wu, Chen Zhu, Caiming Xiong, Richard Socher, Larry S. Davis


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LiteEval: A Coarse-to-Fine Framework for Resource Efficient Video Recognition

Dec 03, 2019
Zuxuan Wu, Caiming Xiong, Yu-Gang Jiang, Larry S. Davis

* NeurIPS 2019 

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