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From Unsupervised Machine Translation To Adversarial Text Generation

Nov 10, 2020
Ahmad Rashid, Alan Do-Omri, Md. Akmal Haidar, Qun Liu, Mehdi Rezagholizadeh

* Accepted at ICASSP 2020 

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Know What You Don't Need: Single-Shot Meta-Pruning for Attention Heads

Nov 07, 2020
Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Qun Liu, Maosong Sun


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HyperText: Endowing FastText with Hyperbolic Geometry

Oct 30, 2020
Yudong Zhu, Di Zhou, Jinghui Xiao, Xin Jiang, Xiao Chen, Qun Liu

* Findings of EMNLP 2020 

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LiDAM: Semi-Supervised Learning with Localized Domain Adaptation and Iterative Matching

Oct 13, 2020
Qun Liu, Matthew Shreve, Raja Bala


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TernaryBERT: Distillation-aware Ultra-low Bit BERT

Oct 10, 2020
Wei Zhang, Lu Hou, Yichun Yin, Lifeng Shang, Xiao Chen, Xin Jiang, Qun Liu

* Accepted by EMNLP 2020 

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Why Skip If You Can Combine: A Simple Knowledge Distillation Technique for Intermediate Layers

Oct 06, 2020
Yimeng Wu, Peyman Passban, Mehdi Rezagholizade, Qun Liu

* The first two authors contributed equally 

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TensorCoder: Dimension-Wise Attention via Tensor Representation for Natural Language Modeling

Aug 12, 2020
Shuai Zhang, Peng Zhang, Xindian Ma, Junqiu Wei, Ningning Wang, Qun Liu


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Learning to Detect Unacceptable Machine Translations for Downstream Tasks

May 08, 2020
Meng Zhang, Xin Jiang, Yang Liu, Qun Liu


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Accurate Word Alignment Induction from Neural Machine Translation

Apr 30, 2020
Yun Chen, Yang Liu, Guanhua Chen, Xin Jiang, Qun Liu


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Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERT

Apr 30, 2020
Zhiyong Wu, Yun Chen, Ben Kao, Qun Liu

* Accepted to ACL2020 as a long paper 

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Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word Order

Apr 24, 2020
Yi Liao, Xin Jiang, Qun Liu

* Accepted by ACL 2020 

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DynaBERT: Dynamic BERT with Adaptive Width and Depth

Apr 08, 2020
Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu


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Dictionary-based Data Augmentation for Cross-Domain Neural Machine Translation

Apr 06, 2020
Wei Peng, Chongxuan Huang, Tianhao Li, Yun Chen, Qun Liu


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A One-Shot Learning Framework for Assessment of Fibrillar Collagen from Second Harmonic Generation Images of an Infarcted Myocardium

Jan 30, 2020
Qun Liu, Supratik Mukhopadhyay, Maria Ximena Bastidas Rodriguez, Xing Fu, Sushant Sahu, David Burk, Manas Gartia

* Paper was accepted at the IEEE International Symposium on Biomedical Imaging (ISBI 2020) 

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Context-Aware Design of Cyber-Physical Human Systems (CPHS)

Jan 07, 2020
Supratik Mukhopadhyay, Qun Liu, Edward Collier, Yimin Zhu, Ravindra Gudishala, Chanachok Chokwitthaya, Robert DiBiano, Alimire Nabijiang, Sanaz Saeidi, Subhajit Sidhanta, Arnab Ganguly

* Paper was accepted at the 12th International Conference on Communication Systems and Networks (COMSNETS 2020) 

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Multi-channel Reverse Dictionary Model

Dec 19, 2019
Lei Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun

* Accepted by AAAI Conference on Artificial Intelligence 2020 

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Deep Learning-Based Feature-Aware Data Modeling for Complex Physics Simulations

Dec 08, 2019
Qun Liu, Subhashis Hazarika, John M. Patchett, James Paul Ahrens, Ayan Biswas

* Accepted as a research poster at the International Conference for High Performance Computing, Networking, Storage, and Analysis (SC19) 

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Learning to Predict Explainable Plots for Neural Story Generation

Dec 06, 2019
Gang Chen, Yang Liu, Huanbo Luan, Meng Zhang, Qun Liu, Maosong Sun

* 10 pages 

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Integrating Graph Contextualized Knowledge into Pre-trained Language Models

Dec 03, 2019
Bin He, Di Zhou, Jinghui Xiao, Xin jiang, Qun Liu, Nicholas Jing Yuan, Tong Xu

* 8 pages, 4 figures 

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Deep-seismic-prior-based reconstruction of seismic data using convolutional neural networks

Nov 20, 2019
Qun Liu, Lihua Fu, Meng Zhang

* 5 pages,12 figures 

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DeepSat V2: Feature Augmented Convolutional Neural Nets for Satellite Image Classification

Nov 15, 2019
Qun Liu, Saikat Basu, Sangram Ganguly, Supratik Mukhopadhyay, Robert DiBiano, Manohar Karki, Ramakrishna Nemani

* This is an Accepted Manuscript of an article published by Taylor & Francis Group in Remote Sensing Letters. arXiv admin note: text overlap with arXiv:1509.03602 

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Textual Adversarial Attack as Combinatorial Optimization

Nov 10, 2019
Yuan Zang, Chenghao Yang, Fanchao Qi, Zhiyuan Liu, Meng Zhang, Qun Liu, Maosong Sun

* Work in progress. 6 pages, 1 figure 

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Zero-Shot Paraphrase Generation with Multilingual Language Models

Nov 09, 2019
Yinpeng Guo, Yi Liao, Xin Jiang, Qing Zhang, Yibo Zhang, Qun Liu


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How to Do Simultaneous Translation Better with Consecutive Neural Machine Translation?

Nov 08, 2019
Yun Chen, Liangyou Li, Xin Jiang, Xiao Chen, Qun Liu


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Pretrained Language Models for Document-Level Neural Machine Translation

Nov 08, 2019
Liangyou Li, Xin Jiang, Qun Liu


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Open the Boxes of Words: Incorporating Sememes into Textual Adversarial Attack

Oct 27, 2019
Yuan Zang, Chenghao Yang, Fanchao Qi, Zhiyuan Liu, Meng Zhang, Qun Liu, Maosong Sun

* Work in progress. 5 pages, 1 figure 

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