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Rethinking Transformer-based Set Prediction for Object Detection

Nov 21, 2020
Zhiqing Sun, Shengcao Cao, Yiming Yang, Kris Kitani


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On the Sentence Embeddings from Pre-trained Language Models

Nov 02, 2020
Bohan Li, Hao Zhou, Junxian He, Mingxuan Wang, Yiming Yang, Lei Li

* EMNLP 2020 

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EIGEN: Event Influence GENeration using Pre-trained Language Models

Oct 22, 2020
Aman Madaan, Dheeraj Rajagopal, Yiming Yang, Abhilasha Ravichander, Eduard Hovy, Shrimai Prabhumoye


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Neural Language Modeling for Contextualized Temporal Graph Generation

Oct 20, 2020
Aman Madaan, Yiming Yang


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JAKET: Joint Pre-training of Knowledge Graph and Language Understanding

Oct 02, 2020
Donghan Yu, Chenguang Zhu, Yiming Yang, Michael Zeng


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Unsupervised Parallel Corpus Mining on Web Data

Sep 18, 2020
Guokun Lai, Zihang Dai, Yiming Yang


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Kernel Stein Generative Modeling

Jul 06, 2020
Wei-Cheng Chang, Chun-Liang Li, Youssef Mroueh, Yiming Yang


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An EM Approach to Non-autoregressive Conditional Sequence Generation

Jun 29, 2020
Zhiqing Sun, Yiming Yang

* Accepted to ICML 2020 

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Generalized Multi-Relational Graph Convolution Network

Jun 12, 2020
Donghan Yu, Yiming Yang, Ruohong Zhang, Yuexin Wu


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Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing

Jun 05, 2020
Zihang Dai, Guokun Lai, Yiming Yang, Quoc V. Le


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Predicting Performance for Natural Language Processing Tasks

May 02, 2020
Mengzhou Xia, Antonios Anastasopoulos, Ruochen Xu, Yiming Yang, Graham Neubig

* Accepted at ACL'20 

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Politeness Transfer: A Tag and Generate Approach

May 01, 2020
Aman Madaan, Amrith Setlur, Tanmay Parekh, Barnabas Poczos, Graham Neubig, Yiming Yang, Ruslan Salakhutdinov, Alan W Black, Shrimai Prabhumoye

* To appear at ACL 2020 

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Practical Comparable Data Collection for Low-Resource Languages via Images

Apr 28, 2020
Aman Madaan, Shruti Rijhwani, Antonios Anastasopoulos, Yiming Yang, Graham Neubig

* Accepted for poster presentation at the Practical Machine Learning for Developing Countries (PML4DC) workshop, ICLR 2020 

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Explainable Unsupervised Change-point Detection via Graph Neural Networks

Apr 24, 2020
Ruohong Zhang, Yu Hao, Donghan Yu, Wei-Cheng Chang, Guokun Lai, Yiming Yang

* 15 pages, 8 figures 

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MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices

Apr 14, 2020
Zhiqing Sun, Hongkun Yu, Xiaodan Song, Renjie Liu, Yiming Yang, Denny Zhou

* Accepted to ACL 2020 

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VIOLIN: A Large-Scale Dataset for Video-and-Language Inference

Mar 25, 2020
Jingzhou Liu, Wenhu Chen, Yu Cheng, Zhe Gan, Licheng Yu, Yiming Yang, Jingjing Liu

* Accepted to CVPR2020 

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Pre-training Tasks for Embedding-based Large-scale Retrieval

Feb 10, 2020
Wei-Cheng Chang, Felix X. Yu, Yin-Wen Chang, Yiming Yang, Sanjiv Kumar

* Accepted by ICLR 2020 

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Graph-Revised Convolutional Network

Nov 17, 2019
Donghan Yu, Ruohong Zhang, Zhengbao Jiang, Yuexin Wu, Yiming Yang


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A Re-evaluation of Knowledge Graph Completion Methods

Nov 10, 2019
Zhiqing Sun, Shikhar Vashishth, Soumya Sanyal, Partha Talukdar, Yiming Yang

* 7 pages 

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XL-Editor: Post-editing Sentences with XLNet

Oct 19, 2019
Yong-Siang Shih, Wei-Cheng Chang, Yiming Yang

* Under review 

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Active Learning for Graph Neural Networks via Node Feature Propagation

Oct 16, 2019
Yuexin Wu, Yichong Xu, Aarti Singh, Yiming Yang, Artur Dubrawski

* 16 pages, 5 figures 

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Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework

Oct 13, 2019
Zirui Wang, Jiateng Xie, Ruochen Xu, Yiming Yang, Graham Neubig, Jaime Carbonell

* First two authors contributted equally. Source code is available at https://github.com/thespectrewithin/joint-align 

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Bridging the domain gap in cross-lingual document classification

Sep 20, 2019
Guokun Lai, Barlas Oguz, Yiming Yang, Veselin Stoyanov


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A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text

Sep 02, 2019
Bohan Li, Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick, Yiming Yang

* EMNLP 2019 short paper. The first two authors contributed equally 

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XLNet: Generalized Autoregressive Pretraining for Language Understanding

Jun 19, 2019
Zhilin Yang, Zihang Dai, Yiming Yang, Jaime Carbonell, Ruslan Salakhutdinov, Quoc V. Le

* Pretrained models and code are available at https://github.com/zihangdai/xlnet 

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A Modular Deep Learning Approach for Extreme Multi-label Text Classification

May 07, 2019
Wei-Cheng Chang, Hsiang-Fu Yu, Kai Zhong, Yiming Yang, Inderjit Dhillon


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Implicit Kernel Learning

Feb 26, 2019
Chun-Liang Li, Wei-Cheng Chang, Youssef Mroueh, Yiming Yang, Barnabás Póczos

* In the Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics (AISTATS 2019) 

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