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16 Results
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Workshop
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MWP-BERT: A Numeracy-augmented Pre-trained Encoder for Math Word Problems Zhenwen Liang · Jipeng ZHANG · Lei Wang · Wei QIN · Jie Shao · Xiangliang Zhang |
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Poster
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Wed 9:00 |
Deep Compression of Pre-trained Transformer Models Naigang Wang · Chi-Chun (Charlie) Liu · Swagath Venkataramani · Sanchari Sen · Chia-Yu Chen · Kaoutar El Maghraoui · Vijayalakshmi (Viji) Srinivasan · Leland Chang |
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Poster
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A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models Yuanxin Liu · Fandong Meng · Zheng Lin · Jiangnan Li · Peng Fu · Yanan Cao · Weiping Wang · Jie Zhou |
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Poster
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Tue 9:00 |
XTC: Extreme Compression for Pre-trained Transformers Made Simple and Efficient Xiaoxia Wu · Zhewei Yao · Minjia Zhang · Conglong Li · Yuxiong He |
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Poster
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Thu 14:00 |
BiT: Robustly Binarized Multi-distilled Transformer Zechun Liu · Barlas Oguz · Aasish Pappu · Lin Xiao · Scott Yih · Meng Li · Raghuraman Krishnamoorthi · Yashar Mehdad |
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Poster
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Wed 9:00 |
Efficient Non-Parametric Optimizer Search for Diverse Tasks Ruochen Wang · Yuanhao Xiong · Minhao Cheng · Cho-Jui Hsieh |
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Poster
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Thu 14:00 |
ZeroQuant: Efficient and Affordable Post-Training Quantization for Large-Scale Transformers Zhewei Yao · Reza Yazdani Aminabadi · Minjia Zhang · Xiaoxia Wu · Conglong Li · Yuxiong He |
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Poster
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Thu 9:00 |
Towards Efficient Post-training Quantization of Pre-trained Language Models Haoli Bai · Lu Hou · Lifeng Shang · Xin Jiang · Irwin King · Michael R Lyu |
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Workshop
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An Analysis of Social Biases Present in BERT Variants Across Multiple Languages Parishad BehnamGhader · Aristides Milios |
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Affinity Workshop
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A deep learning Approach for the automatic detection of clickbait in Arabic Jihad R'baiti · Rdouan Faizi · Youssef Hmamouche · Amal El Fallah-Seghrouchni |
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Workshop
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Uncertainty in Neural Networks vs. Dermatologists for Skin Lesion Classification Pieter Van Molle · Sofie Mylle · Tim Verbelen · Cedric De Boom · Bert Vankeirsbilck · Evelien Verhaeghe · Bart Dhoedt · Lieve Brochez |
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Workshop
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BERT on a Data Diet: Finding Important Examples by Gradient-Based Pruning Mohsen Fayyaz · Ehsan Aghazadeh · Seyed MohammadAli Modarressi · Mohammad Taher Pilehvar · Yadollah Yaghoobzadeh · Samira Ebrahimi Kahou |