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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

11 October 2018

Papers citing "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"

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Title
Membership Inference Attacks on Machine Learning: A Survey Hongsheng Hu Z. Salcic Lichao Sun Gillian Dobbie Philip S. Yu Xuyun Zhang MIACV 125 449 0 14 Mar 2021
SemVLP: Vision-Language Pre-training by Aligning Semantics at Multiple Levels Chenliang Li Ming Yan Haiyang Xu Fuli Luo Wei Wang Bin Bi Songfang Huang VLM 74 36 0 14 Mar 2021
Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling Jitin Krishnan Antonios Anastasopoulos Hemant Purohit Huzefa Rangwala 99 41 0 13 Mar 2021
Context Transformer with Stacked Pointer Networks for Conversational Question Answering over Knowledge Graphs Joan Plepi Endri Kacupaj Kuldeep Singh Harsh Thakkar Jens Lehmann GNN 121 23 0 13 Mar 2021
Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet Extraction Shaowei Chen Yu Wang Jie Liu Yuelin Wang 61 180 0 13 Mar 2021
Simpson's Bias in NLP Training Fei Yuan Longtu Zhang Bojun Huang Yaobo Liang AI4CE 42 3 0 13 Mar 2021
Text Mining of Stocktwits Data for Predicting Stock Prices Mukul Jaggi Priyanka Mandal Shreya Narang Usman Naseem Matloob Khushi AIFin 73 41 0 13 Mar 2021
Approximating How Single Head Attention Learns Charles Burton Snell Ruiqi Zhong Dan Klein Jacob Steinhardt MLT 71 31 0 13 Mar 2021
Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification Xiaochen Hou Peng Qi Guangtao Wang Rex Ying Jing Huang Xiaodong He Bowen Zhou 77 60 0 12 Mar 2021
Cooperative Self-training of Machine Reading Comprehension Hongyin Luo Shang-Wen Li Ming Gao Seunghak Yu James R. Glass SyDa RALM 59 12 0 12 Mar 2021
Explaining and Improving BERT Performance on Lexical Semantic Change Detection Severin Laicher Sinan Kurtyigit Dominik Schlechtweg Jonas Kuhn Sabine Schulte im Walde 80 54 0 12 Mar 2021
Constrained Text Generation with Global Guidance -- Case Study on CommonGen Yixian Liu Liwen Zhang Wenjuan Han Yue Zhang Kewei Tu 87 10 0 12 Mar 2021
Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models' Transferability Wei-Tsung Kao Hung-yi Lee 52 16 0 12 Mar 2021
Training Networks in Null Space of Feature Covariance for Continual Learning Shipeng Wang Xiaorong Li Jian Sun Zongben Xu CLL 103 144 0 12 Mar 2021
Inductive Relation Prediction by BERT H. Zha Zhiyu Zoey Chen Xifeng Yan 146 58 0 12 Mar 2021
A Weakly Supervised Approach for Classifying Stance in Twitter Replies Sumeet Kumar R. Villa-Cox M. Babcock Kathleen M. Carley 33 1 0 12 Mar 2021
SuperMeshing: A New Deep Learning Architecture for Increasing the Mesh Density of Metal Forming Stress Field with Attention Mechanism and Perceptual Features Qingfeng Xu Zhenguo Nie Handing Xu Hao Zhou Xin-Jun Liu AI4CE 36 1 0 12 Mar 2021
Severity Quantification and Lesion Localization of COVID-19 on CXR using Vision Transformer Gwanghyun Kim Sangjoon Park Y. Oh J. Seo Sang Min Lee Jin Hwan Kim Sungjun Moon Jae-Kwang Lim J. C. Ye ViT MedIm 83 4 0 12 Mar 2021
Vision Transformer for COVID-19 CXR Diagnosis using Chest X-ray Feature Corpus Sangjoon Park Gwanghyun Kim Y. Oh J. Seo Sang Min Lee Jin Hwan Kim Sungjun Moon Jae-Kwang Lim J. C. Ye ViT MedIm 98 34 0 12 Mar 2021
Towards Socially Intelligent Agents with Mental State Transition and Human Utility Liang Qiu Yizhou Zhao Yuan Liang Pan Lu Weiyan Shi Zhou Yu Song-Chun Zhu LLMAG 91 15 0 12 Mar 2021
Continuous 3D Multi-Channel Sign Language Production via Progressive Transformers and Mixture Density Networks Ben Saunders Necati Cihan Camgöz Richard Bowden SLR 73 80 0 11 Mar 2021
Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU Models Mengnan Du Varun Manjunatha R. Jain Ruchi Deshpande Franck Dernoncourt Jiuxiang Gu Tong Sun Helen Zhou 110 107 0 11 Mar 2021
On Improving Deep Learning Trace Analysis with System Call Arguments Quentin Fournier Daniel Aloise S. V. Azhari François Tetreault 64 10 0 11 Mar 2021
CANINE: Pre-training an Efficient Tokenization-Free Encoder for Language Representation J. Clark Dan Garrette Iulia Turc John Wieting 129 224 0 11 Mar 2021
COVID-19 Smart Chatbot Prototype for Patient Monitoring Hannah Lei Weiqi Lu A. Ji Emmett Bertram Paul Gao Xiaoqian Jiang Arko Barman 64 4 0 11 Mar 2021
MERMAID: Metaphor Generation with Symbolism and Discriminative Decoding Tuhin Chakrabarty Xurui Zhang Smaranda Muresan Nanyun Peng 73 70 0 11 Mar 2021
ENTRUST: Argument Reframing with Language Models and Entailment Tuhin Chakrabarty Christopher Hidey Smaranda Muresan 71 13 0 11 Mar 2021
The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language Models Go Inoue Bashar Alhafni Nurpeiis Baimukan Houda Bouamor Nizar Habash 115 237 0 11 Mar 2021
Domain State Tracking for a Simplified Dialogue System Hyunmin Jeon G. G. Lee 81 19 0 11 Mar 2021
ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction Jiahao Bu Lei Ren Shuang Zheng Yang Yang Jingang Wang Fuzheng Zhang Wei Wu 77 69 0 11 Mar 2021
Fair Mixup: Fairness via Interpolation Ching-Yao Chuang Youssef Mroueh 79 140 0 11 Mar 2021
Conversational Answer Generation and Factuality for Reading Comprehension Question-Answering Stanislav Peshterliev Barlas Oğuz Debojeet Chatterjee Hakan Inan Vikas Bhardwaj 39 4 0 11 Mar 2021
Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition Shancheng Fang Hongtao Xie Yuxin Wang Zhendong Mao Yongdong Zhang 90 306 0 11 Mar 2021
ReinforceBug: A Framework to Generate Adversarial Textual Examples Bushra Sabir M. Babar R. Gaire SILM AAML 64 3 0 11 Mar 2021
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings Linlin Liu Thien Hai Nguyen Shafiq Joty Lidong Bing Luo Si 108 5 0 11 Mar 2021
Full Page Handwriting Recognition via Image to Sequence Extraction Sumeet S. Singh Sergey Karayev 81 55 0 11 Mar 2021
Improving Adversarial Robustness via Channel-wise Activation Suppressing Yang Bai Yuyuan Zeng Yong Jiang Shutao Xia Xingjun Ma Yisen Wang AAML 102 131 0 11 Mar 2021
LightMBERT: A Simple Yet Effective Method for Multilingual BERT Distillation Xiaoqi Jiao Yichun Yin Lifeng Shang Xin Jiang Xiao Chen Linlin Li Fang Wang Qun Liu 65 9 0 11 Mar 2021
FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders Pengyu Cheng Weituo Hao Siyang Yuan Shijing Si Lawrence Carin 82 105 0 11 Mar 2021
ReportAGE: Automatically extracting the exact age of Twitter users based on self-reports in tweets A. Klein A. Magge G. Gonzalez-Hernandez 28 20 0 10 Mar 2021
Unified Pre-training for Program Understanding and Generation Wasi Uddin Ahmad Saikat Chakraborty Baishakhi Ray Kai-Wei Chang 162 775 0 10 Mar 2021
Hurdles to Progress in Long-form Question Answering Kalpesh Krishna Aurko Roy Mohit Iyyer 80 200 0 10 Mar 2021
CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review Dan Hendrycks Collin Burns Anya Chen Spencer Ball ELM AILaw 90 195 0 10 Mar 2021
Quantization-Guided Training for Compact TinyML Models Sedigh Ghamari Koray Ozcan Thu Dinh A. Melnikov Juan Carvajal Jan Ernst S. Chai MQ 67 18 0 10 Mar 2021
U-Net Transformer: Self and Cross Attention for Medical Image Segmentation Olivier Petit Nicolas Thome Clément Rambour L. Soler ViT MedIm 116 251 0 10 Mar 2021
A Result based Portable Framework for Spoken Language Understanding Lizhi Cheng Weijia Jia Wenmian Yang 70 8 0 10 Mar 2021
DeepCPCFG: Deep Learning and Context Free Grammars for End-to-End Information Extraction Freddy Chongtat Chua Nigel P. Duffy 87 7 0 10 Mar 2021
Combining Context-Free and Contextualized Representations for Arabic Sarcasm Detection and Sentiment Identification Amey Hengle Atharva Kshirsagar Shaily Desai M. Marathe 34 13 0 09 Mar 2021
Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question Answering Aman Jain Mayank Kothyari Vishwajeet Kumar Preethi Jyothi Ganesh Ramakrishnan Soumen Chakrabarti 68 36 0 09 Mar 2021
When is it permissible for artificial intelligence to lie? A trust-based approach Tae Wan Kim Tong Lu Lu Kyusong Lee Zhaoqi Cheng Yanhan Tang J. N. Hooker 56 4 0 09 Mar 2021