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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
Multi-Task Self-Supervised Learning for Disfluency Detection Shaolei Wang Wanxiang Che Qi Liu Pengda Qin Ting Liu William Yang Wang SSL 76 56 0 15 Aug 2019
Towards Debiasing Fact Verification Models Tal Schuster Darsh J. Shah Yun Jie Serene Yeo Daniel Filizzola Enrico Santus Regina Barzilay 124 212 0 14 Aug 2019
Debiasing Personal Identities in Toxicity Classification Apik Zorian Chandra Shekar Bikkanur 27 2 0 14 Aug 2019
SG-Net: Syntax-Guided Machine Reading Comprehension Zhuosheng Zhang Yuwei Wu Junru Zhou Sufeng Duan Hai Zhao Rui Wang 100 188 0 14 Aug 2019
FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine Comprehension Yi-Ting Yeh Yun-Nung Chen 96 41 0 14 Aug 2019
X-WikiRE: A Large, Multilingual Resource for Relation Extraction as Machine Comprehension Mostafa Abdou Cezar Sas Rahul Aralikatte Isabelle Augenstein Anders Søgaard 70 8 0 14 Aug 2019
Fusion of Detected Objects in Text for Visual Question Answering Chris Alberti Jeffrey Ling Michael Collins David Reitter 97 173 0 14 Aug 2019
FlexNER: A Flexible LSTM-CNN Stack Framework for Named Entity Recognition Hongyin Zhu Wenpeng Hu Yi Zeng 40 5 0 14 Aug 2019
Unsupervised Out-of-Distribution Detection by Maximum Classifier Discrepancy Qing Yu Kiyoharu Aizawa OODD 72 168 0 14 Aug 2019
Entity-aware ELMo: Learning Contextual Entity Representation for Entity Disambiguation Hamed Shahbazi Xiaoli Z. Fern Reza Ghaeini Rasha Obeidat Prasad Tadepalli 109 21 0 14 Aug 2019
Establishing Strong Baselines for the New Decade: Sequence Tagging, Syntactic and Semantic Parsing with BERT Han He Jinho Choi 3DV 84 51 0 14 Aug 2019
Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation Yu Chen Lingfei Wu Mohammed J Zaki GNN 97 156 0 14 Aug 2019
HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Shiyang Yan Jun Xu Yuai Liu Lin Xu 104 7 0 14 Aug 2019
An Effective Domain Adaptive Post-Training Method for BERT in Response Selection Taesun Whang Dongyub Lee Chanhee Lee Kisu Yang Dongsuk Oh Heuiseok Lim 78 26 0 13 Aug 2019
Fine-grained Information Status Classification Using Discourse Context-Aware Self-Attention Yufang Hou 31 0 0 13 Aug 2019
BioFLAIR: Pretrained Pooled Contextualized Embeddings for Biomedical Sequence Labeling Tasks Shreyas Sharma Ron Daniel 53 33 0 13 Aug 2019
StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding Wei Wang Bin Bi Ming Yan Chen Henry Wu Zuyi Bao Jiangnan Xia Liwei Peng Luo Si 102 264 0 13 Aug 2019
Tackling Online Abuse: A Survey of Automated Abuse Detection Methods Pushkar Mishra H. Yannakoudakis Ekaterina Shutova 95 79 0 13 Aug 2019
Incorporating Relation Knowledge into Commonsense Reading Comprehension with Multi-task Learning Jiangnan Xia Chen Henry Wu Ming Yan 73 21 0 13 Aug 2019
Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA System Ye Liu Chenwei Zhang Xiaohui Yan Yi-Ju Chang Philip S. Yu 63 20 0 13 Aug 2019
Understanding Spatial Language in Radiology: Representation Framework, Annotation, and Spatial Relation Extraction from Chest X-ray Reports using Deep Learning Surabhi Datta Yuqi Si Laritza M. Rodriguez S. E. Shooshan Dina Demner-Fushman Kirk Roberts MedIm 64 35 0 13 Aug 2019
On the Convergence of AdaBound and its Connection to SGD Pedro H. P. Savarese ODL 54 19 0 13 Aug 2019
On Identifiability in Transformers Gino Brunner Yang Liu Damian Pascual Oliver Richter Massimiliano Ciaramita Roger Wattenhofer ViT 107 189 0 12 Aug 2019
Taming Unbalanced Training Workloads in Deep Learning with Partial Collective Operations Shigang Li Tal Ben-Nun Salvatore Di Girolamo Dan Alistarh Torsten Hoefler 149 59 0 12 Aug 2019
Multimodal Unified Attention Networks for Vision-and-Language Interactions Zhou Yu Yuhao Cui Jun Yu Dacheng Tao Q. Tian 109 38 0 12 Aug 2019
TAPER: Time-Aware Patient EHR Representation Sajad Darabi Mohammad Kachuee Shayan Fazeli Majid Sarrafzadeh 77 57 0 11 Aug 2019
Exploiting Temporal Relationships in Video Moment Localization with Natural Language Songyang Zhang Jinsong Su Jiebo Luo 65 74 0 11 Aug 2019
Multi-modality Latent Interaction Network for Visual Question Answering Peng Gao Haoxuan You Zhanpeng Zhang Xiaogang Wang Hongsheng Li 69 82 0 10 Aug 2019
A Generate-Validate Approach to Answering Questions about Qualitative Relationships Arindam Mitra Chitta Baral Aurgho Bhattacharjee Ishan Shrivastava 32 6 0 09 Aug 2019
VisualBERT: A Simple and Performant Baseline for Vision and Language Liunian Harold Li Mark Yatskar Da Yin Cho-Jui Hsieh Kai-Wei Chang VLM 267 1,975 0 09 Aug 2019
BERT-based Ranking for Biomedical Entity Normalization Zongcheng Ji Qiang Wei Hua Xu OOD MedIm 68 126 0 09 Aug 2019
Neural Image Compression and Explanation Xiang Li Shihao Ji 35 10 0 09 Aug 2019
Uncheatable Machine Learning Inference Mustafa Canim A. Kundu Josh Payne 42 1 0 08 Aug 2019
On the Variance of the Adaptive Learning Rate and Beyond Liyuan Liu Haoming Jiang Pengcheng He Weizhu Chen Xiaodong Liu Jianfeng Gao Jiawei Han ODL 397 1,916 0 08 Aug 2019
CRIC: A VQA Dataset for Compositional Reasoning on Vision and Commonsense Difei Gao Ruiping Wang Shiguang Shan Xilin Chen CoGe LRM 129 28 0 08 Aug 2019
Do Neural Language Representations Learn Physical Commonsense? Maxwell Forbes Ari Holtzman Yejin Choi NAI LRM AI4CE 58 110 0 08 Aug 2019
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee SSL VLM 415 3,720 0 06 Aug 2019
Predicting Prosodic Prominence from Text with Pre-trained Contextualized Word Representations Aarne Talman Antti Suni H. Çelikkanat Sofoklis Kakouros Jörg Tiedemann M. Vainio 77 31 0 06 Aug 2019
Classification of Hand Movements from EEG using a Deep Attention-based LSTM Network Guangyi Zhang Vandad Davoodnia Alireza Sepas-Moghaddam Yaoxue Zhang Ali Etemad 83 130 0 06 Aug 2019
Clustering of Deep Contextualized Representations for Summarization of Biomedical Texts M. Moradi Matthias Samwald 28 7 0 06 Aug 2019
Triplet Based Embedding Distance and Similarity Learning for Text-independent Speaker Verification Zongze Ren Zhiyong Chen Shugong Xu 33 8 0 06 Aug 2019
Dialog State Tracking: A Neural Reading Comprehension Approach Shuyang Gao Abhishek Sethi Sanchit Agarwal Tagyoung Chung Dilek Z. Hakkani-Tür 77 161 0 06 Aug 2019
Exploring Neural Net Augmentation to BERT for Question Answering on SQUAD 2.0 Suhas Gupta AI4MH 23 1 0 04 Aug 2019
Semi-supervised Thai Sentence Segmentation Using Local and Distant Word Representations Chanatip Saetia Ekapol Chuangsuwanich Tawunrat Chalothorn P. Vateekul 74 5 0 04 Aug 2019
TABOR: A Highly Accurate Approach to Inspecting and Restoring Trojan Backdoors in AI Systems Wenbo Guo Lun Wang Masashi Sugiyama Min Du Basel Alomair 96 231 0 02 Aug 2019
DELTA: A DEep learning based Language Technology plAtform Kun Han Junwen Chen Hui Zhang Haiyang Xu Yiping Peng ... Cheng Gong Yunbo Wang Wei Zou Hui Song Xiangang Li VLM 18 10 0 02 Aug 2019
MSnet: A BERT-based Network for Gendered Pronoun Resolution Zili Wang 47 4 0 01 Aug 2019
GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension Yu Chen Lingfei Wu Mohammed J Zaki 79 76 0 31 Jul 2019
On Mutual Information Maximization for Representation Learning Michael Tschannen Josip Djolonga Paul Kishan Rubenstein Sylvain Gelly Mario Lucic SSL 206 502 0 31 Jul 2019
What BERT is not: Lessons from a new suite of psycholinguistic diagnostics for language models Allyson Ettinger 128 610 0 31 Jul 2019