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
Hierarchical Interaction Networks with Rethinking Mechanism for Document-level Sentiment Analysis Lingwei Wei Dou Hu Wei Zhou Xuehai Tang Xiaodan Zhang Xin Wang Jizhong Han Songlin Hu 38 11 0 16 Jul 2020
Investigating Pretrained Language Models for Graph-to-Text Generation Leonardo F. R. Ribeiro Martin Schmitt Hinrich Schütze Iryna Gurevych 19 216 0 16 Jul 2020
SLK-NER: Exploiting Second-order Lexicon Knowledge for Chinese NER Dou Hu Lingwei Wei 16 25 0 16 Jul 2020
Deep Learning in Protein Structural Modeling and Design Wenhao Gao S. Mahajan Jeremias Sulam Jeffrey J. Gray 36 159 0 16 Jul 2020
Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs Dasol Hwang Jinyoung Park Sunyoung Kwon KyungHyun Kim Jung-Woo Ha Hyunwoo J. Kim 44 67 0 16 Jul 2020
Learning from Noisy Labels with Deep Neural Networks: A Survey Hwanjun Song Minseok Kim Dongmin Park Yooju Shin Jae-Gil Lee NoLa 24 964 0 16 Jul 2020
LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning Jian Liu Leyang Cui Hanmeng Liu Dandan Huang Yile Wang Yue Zhang RALM 25 342 0 16 Jul 2020
Attention-Based Query Expansion Learning Albert Gordo Filip Radenovic Tamara L. Berg 24 32 0 15 Jul 2020
Fighting the COVID-19 Infodemic in Social Media: A Holistic Perspective and a Call to Arms Firoj Alam Fahim Dalvi Shaden Shaar Nadir Durrani Hamdy Mubarak ... Giovanni Da San Martino Ahmed Abdelali Hassan Sajjad Kareem Darwish Preslav Nakov 22 102 0 15 Jul 2020
Fine-Tune Longformer for Jointly Predicting Rumor Stance and Veracity Anant Khandelwal 27 22 0 15 Jul 2020
UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data Qianhui Wu Zijia Lin Börje F. Karlsson Biqing Huang Jian-Guang Lou 21 46 0 15 Jul 2020
Predicting Clinical Diagnosis from Patients Electronic Health Records Using BERT-based Neural Networks Pavel Blinov Manvel Avetisian V. Kokh Dmitry Umerenkov Alexander Tuzhilin 21 19 0 15 Jul 2020
Emoji Prediction: Extensions and Benchmarking Weicheng Ma Ruibo Liu Lili Wang Soroush Vosoughi 19 19 0 14 Jul 2020
Deep learning models for representing out-of-vocabulary words Johannes V. Lochter Renato M. Silva Tiago A. Almeida 18 15 0 14 Jul 2020
Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning Shauharda Khadka Estelle Aflalo Mattias Marder Avrech Ben-David Santiago Miret Shie Mannor Tamir Hazan Hanlin Tang Somdeb Majumdar GNN 32 11 0 14 Jul 2020
CoreGen: Contextualized Code Representation Learning for Commit Message Generation L. Nie Cuiyun Gao Zhicong Zhong Wai Lam Yang Liu Zenglin Xu 29 46 0 14 Jul 2020
Compare and Reweight: Distinctive Image Captioning Using Similar Images Sets Jiuniu Wang Wenjia Xu Qingzhong Wang Antoni B. Chan 37 45 0 14 Jul 2020
An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models Lifu Tu Garima Lalwani Spandana Gella He He LRM 33 184 0 14 Jul 2020
Can neural networks acquire a structural bias from raw linguistic data? Alex Warstadt Samuel R. Bowman AI4CE 20 53 0 14 Jul 2020
T-Basis: a Compact Representation for Neural Networks Anton Obukhov M. Rakhuba Stamatios Georgoulis Menelaos Kanakis Dengxin Dai Luc Van Gool 41 27 0 13 Jul 2020
Learning Reasoning Strategies in End-to-End Differentiable Proving Pasquale Minervini Sebastian Riedel Pontus Stenetorp Edward Grefenstette Tim Rocktaschel LRM 45 96 0 13 Jul 2020
Reducing Language Biases in Visual Question Answering with Visually-Grounded Question Encoder K. Gouthaman Anurag Mittal 50 78 0 13 Jul 2020
TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech Andy T. Liu Shang-Wen Li Hung-yi Lee SSL 62 356 0 12 Jul 2020
Stance Detection in Web and Social Media: A Comparative Study Shalmoli Ghosh Prajwal Singhania Siddharth Singh Koustav Rudra Saptarshi Ghosh 11 76 0 12 Jul 2020
Is Machine Learning Speaking my Language? A Critical Look at the NLP-Pipeline Across 8 Human Languages Esma Wali Yan Chen Christopher Mahoney Thomas Middleton M. Babaeianjelodar Mariama Njie Jeanna Neefe Matthews 14 9 0 11 Jul 2020
Transformer-XL Based Music Generation with Multiple Sequences of Time-valued Notes Xianchao Wu Chengyuan Wang Qinying Lei 22 19 0 11 Jul 2020
Neural Knowledge Extraction From Cloud Service Incidents Manish Shetty Chetan Bansal Sumit Kumar Nikitha Rao Nachiappan Nagappan Thomas Zimmermann 18 17 0 10 Jul 2020
One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control Wenlong Huang Igor Mordatch Deepak Pathak 51 167 0 09 Jul 2020
Generalized Few-Shot Video Classification with Video Retrieval and Feature Generation Yongqin Xian Bruno Korbar Matthijs Douze Lorenzo Torresani Bernt Schiele Zeynep Akata VGen 18 18 0 09 Jul 2020
Learning Speech Representations from Raw Audio by Joint Audiovisual Self-Supervision Abhinav Shukla Stavros Petridis Maja Pantic SSL 32 16 0 08 Jul 2020
Remix: Rebalanced Mixup Hsin-Ping Chou Shih-Chieh Chang Jia-Yu Pan Wei Wei Da-Cheng Juan 36 232 0 08 Jul 2020
Targeting the Benchmark: On Methodology in Current Natural Language Processing Research David Schlangen 33 57 0 07 Jul 2020
Continual BERT: Continual Learning for Adaptive Extractive Summarization of COVID-19 Literature Jongjin Park CLL 33 15 0 07 Jul 2020
DS-Sync: Addressing Network Bottlenecks with Divide-and-Shuffle Synchronization for Distributed DNN Training Weiyan Wang Cengguang Zhang Liu Yang Kai Chen Kun Tan 29 12 0 07 Jul 2020
Deep Contextual Embeddings for Address Classification in E-commerce Shreyas Mangalgi Lakshya Kumar Ravindra Babu Tallamraju 25 8 0 06 Jul 2020
DART: Open-Domain Structured Data Record to Text Generation Linyong Nan Dragomir R. Radev Rui Zhang Amrit Rau Abhinand Sivaprasad ... Y. Tan Xi Lin Caiming Xiong R. Socher Nazneen Rajani 12 199 0 06 Jul 2020
Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs Meng Qu Tianyu Gao Louis-Pascal Xhonneux Jian Tang BDL 29 106 0 05 Jul 2020
Robust Prediction of Punctuation and Truecasing for Medical ASR Monica Sunkara S. Ronanki Kalpit Dixit S. Bodapati Katrin Kirchhoff 17 33 0 04 Jul 2020
TICO-19: the Translation Initiative for Covid-19 Antonios Anastasopoulos A. Cattelan Zi-Yi Dou Marcello Federico C. Federman ... Mengmeng Niu A. Oktem Eric Paquin G. Tang Sylwia Tur 24 90 0 03 Jul 2020
Generating Informative Dialogue Responses with Keywords-Guided Networks Heng-Da Xu Xian-Ling Mao Zewen Chi Jing-Jing Zhu Fanshu Sun Heyan Huang BDL 14 5 0 03 Jul 2020
MIRA: Leveraging Multi-Intention Co-click Information in Web-scale Document Retrieval using Deep Neural Networks Yusi Zhang Chuanjie Liu Angen Luo Hui Xue Xuan Shan Y. Luo Yiqian Xia Yuanchi Yan Haidong Wang 13 6 0 03 Jul 2020
Detecting Ongoing Events Using Contextual Word and Sentence Embeddings Mariano Maisonnave Fernando Delbianco F. Tohmé Ana Gabriela Maguitman E. Milios ObjD 9 3 0 02 Jul 2020
Not All Unlabeled Data are Equal: Learning to Weight Data in Semi-supervised Learning Zhongzheng Ren Raymond A. Yeh Alex Schwing 38 95 0 02 Jul 2020
Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering Gautier Izacard Edouard Grave RALM 70 1,114 0 02 Jul 2020
Sequential Domain Adaptation through Elastic Weight Consolidation for Sentiment Analysis Avinash Madasu Anvesh Rao Vijjini CLL 12 14 0 02 Jul 2020
DAPPLE: A Pipelined Data Parallel Approach for Training Large Models Shiqing Fan Yi Rong Chen Meng Zongyan Cao Siyu Wang ... Jun Yang Lixue Xia Lansong Diao Xiaoyong Liu Wei Lin 21 233 0 02 Jul 2020
The Impact of Explanations on AI Competency Prediction in VQA Kamran Alipour Arijit Ray Xiaoyu Lin J. Schulze Yi Yao Giedrius Burachas 27 9 0 02 Jul 2020
Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights Shail Dave Riyadh Baghdadi Tony Nowatzki Sasikanth Avancha Aviral Shrivastava Baoxin Li 64 82 0 02 Jul 2020
Facts as Experts: Adaptable and Interpretable Neural Memory over Symbolic Knowledge Pat Verga Haitian Sun Livio Baldini Soares William W. Cohen KELM 35 50 0 02 Jul 2020
Computing Conceptual Distances between Breast Cancer Screening Guidelines: An Implementation of a Near-Peer Epistemic Model of Medical Disagreement Hossein Hematialam Luciana D. Garbayo Seethalakshmi Gopalakrishnan Wlodek Zadrozny 11 1 0 01 Jul 2020