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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
What do you learn from context? Probing for sentence structure in contextualized word representations Ian Tenney Patrick Xia Berlin Chen Alex Jinpeng Wang Adam Poliak ... Najoung Kim Benjamin Van Durme Samuel R. Bowman Dipanjan Das Ellie Pavlick 245 867 0 15 May 2019
A Surprisingly Robust Trick for Winograd Schema Challenge Vid Kocijan Ana-Maria Cretu Oana-Maria Camburu Yordan Yordanov Thomas Lukasiewicz 88 101 0 15 May 2019
Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets Guanhua Zhang Bing Bai Jian Liang Kun Bai Shiyu Chang Mo Yu Conghui Zhu Tiejun Zhao 79 27 0 15 May 2019
Behavior Sequence Transformer for E-commerce Recommendation in Alibaba Qiwei Chen Huan Zhao Wei Li Pipei Huang Wenwu Ou 60 392 0 15 May 2019
BERT Rediscovers the Classical NLP Pipeline Ian Tenney Dipanjan Das Ellie Pavlick MILM SSeg 240 1,487 0 15 May 2019
Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation Loïc Vial Benjamin Lecouteux D. Schwab 70 92 0 14 May 2019
Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation Ning Dai Jianze Liang Xipeng Qiu Xuanjing Huang DRL 121 204 0 14 May 2019
Strong and Simple Baselines for Multimodal Utterance Embeddings Paul Pu Liang Y. Lim Yao-Hung Hubert Tsai Ruslan Salakhutdinov Louis-Philippe Morency SSL 66 30 0 14 May 2019
How to Fine-Tune BERT for Text Classification? Chi Sun Xipeng Qiu Yige Xu Xuanjing Huang 130 1,532 0 14 May 2019
Imputing Missing Events in Continuous-Time Event Streams Hongyuan Mei Guanghui Qin Jason Eisner AI4TS 80 41 0 14 May 2019
Entity-Relation Extraction as Multi-Turn Question Answering Xiaoya Li Fan Yin Zijun Sun Xiayu Li Arianna Yuan Duo Chai Mingxin Zhou Jiwei Li 95 348 0 14 May 2019
PatentBERT: Patent Classification with Fine-Tuning a pre-trained BERT Model Jieh-Sheng Lee J. Hsiang 56 94 0 14 May 2019
Improving Neural Conversational Models with Entropy-Based Data Filtering Richard Csaky Patrik Purgai Gábor Recski 103 58 0 14 May 2019
Cognitive Graph for Multi-Hop Reading Comprehension at Scale Ming Ding Chang Zhou Qibin Chen Hongxia Yang Jie Tang 106 226 0 14 May 2019
A Review of Keyphrase Extraction Eirini Papagiannopoulou Grigorios Tsoumakas 66 169 0 13 May 2019
Almost Unsupervised Text to Speech and Automatic Speech Recognition Yi Ren Xu Tan Tao Qin Sheng Zhao Zhou Zhao Tie-Yan Liu 95 102 0 13 May 2019
Synchronous Bidirectional Neural Machine Translation Long Zhou Jiajun Zhang Chengqing Zong 123 106 0 13 May 2019
Challenges in Building Intelligent Open-domain Dialog Systems Minlie Huang Xiaoyan Zhu Jianfeng Gao VLM 152 316 0 13 May 2019
A logical-based corpus for cross-lingual evaluation Felipe Salvatore Marcelo Finger R. Hirata 80 1 0 10 May 2019
Deep Unsupervised Cardinality Estimation Zongheng Yang Eric Liang Amog Kamsetty Chenggang Wu Yan Duan Peter Chen Pieter Abbeel J. M. Hellerstein S. Krishnan Ion Stoica 96 208 0 10 May 2019
Language Modeling with Deep Transformers Kazuki Irie Albert Zeyer Ralf Schluter Hermann Ney KELM 111 176 0 10 May 2019
Survey on Evaluation Methods for Dialogue Systems Jan Deriu Álvaro Rodrigo Arantxa Otegi Guillermo Echegoyen S. Rosset Eneko Agirre Mark Cieliebak 118 285 0 10 May 2019
Improving Discrete Latent Representations With Differentiable Approximation Bridges Jason Ramapuram Russ Webb DRL 40 9 0 09 May 2019
Deep Closest Point: Learning Representations for Point Cloud Registration Yue Wang Justin Solomon 3DPC 74 854 0 08 May 2019
Generative Model with Dynamic Linear Flow Huadong Liao Jiawei He Kun-xian Shu DRL 49 5 0 08 May 2019
MetaPred: Meta-Learning for Clinical Risk Prediction with Limited Patient Electronic Health Records Xi Sheryl Zhang Fengyi Tang H. H. Dodge Jiayu Zhou Fei Wang 54 110 0 08 May 2019
Unified Language Model Pre-training for Natural Language Understanding and Generation Li Dong Nan Yang Wenhui Wang Furu Wei Xiaodong Liu Yu Wang Jianfeng Gao M. Zhou H. Hon ELM AI4CE 250 1,562 0 08 May 2019
Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances Soujanya Poria Navonil Majumder Rada Mihalcea Eduard H. Hovy 78 363 0 08 May 2019
FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer Relevance Wataru Sakata Tomohide Shibata Ribeka Tanaka Sadao Kurohashi RALM 67 108 0 08 May 2019
MASS: Masked Sequence to Sequence Pre-training for Language Generation Kaitao Song Xu Tan Tao Qin Jianfeng Lu Tie-Yan Liu 160 967 0 07 May 2019
Show, Price and Negotiate: A Negotiator with Online Value Look-Ahead Amin Parvaneh Ehsan Abbasnejad Qi Wu Javen Qinfeng Shi Anton van den Hengel OffRL 71 5 0 07 May 2019
Neural Architecture Refinement: A Practical Way for Avoiding Overfitting in NAS Yangzhou Jiang Cong Zhao Zeyang Dou Lei Pang 59 5 0 07 May 2019
Taming Pretrained Transformers for Extreme Multi-label Text Classification Wei-Cheng Chang Hsiang-Fu Yu Kai Zhong Yiming Yang Inderjit Dhillon 75 20 0 07 May 2019
Investigating the Successes and Failures of BERT for Passage Re-Ranking Harshith Padigela Hamed Zamani W. Bruce Croft 75 47 0 05 May 2019
Towards More Realistic Human-Robot Conversation: A Seq2Seq-based Body Gesture Interaction System Minjie Hua Fuyuan Shi Yibing Nan Kai Wang Hao Chen Kai Wang 55 10 0 05 May 2019
Learning to Denoise Distantly-Labeled Data for Entity Typing Yasumasa Onoe Greg Durrett 93 58 0 04 May 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems Alex Jinpeng Wang Yada Pruksachatkun Nikita Nangia Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 431 2,331 0 02 May 2019
ASER: A Large-scale Eventuality Knowledge Graph Hongming Zhang Xin Liu Haojie Pan Yangqiu Song C. Leung SLR 107 163 0 01 May 2019
Deep Learning for Audio Signal Processing Hendrik Purwins Yue Liu Tuomas Virtanen Jan Schlüter Shuo-yiin Chang Tara N. Sainath VLM 123 599 0 30 Apr 2019
Very Deep Self-Attention Networks for End-to-End Speech Recognition Ngoc-Quan Pham T. Nguyen Jan Niehues Markus Müller Sebastian Stüker A. Waibel 91 161 0 30 Apr 2019
Segmentation is All You Need Zehua Cheng Yuxiang Wu Zhenghua Xu Thomas Lukasiewicz Weiyan Wang 72 20 0 30 Apr 2019
Enabling Robots to Understand Incomplete Natural Language Instructions Using Commonsense Reasoning Haonan Chen Hao Tan Alan Kuntz Joey Tianyi Zhou Ron Alterovitz LM&Ro LRM 76 45 0 29 Apr 2019
Unsupervised Data Augmentation for Consistency Training Qizhe Xie Zihang Dai Eduard H. Hovy Minh-Thang Luong Quoc V. Le 163 2,337 0 29 Apr 2019
Softmax Optimizations for Intel Xeon Processor-based Platforms Jacek Czaja Michal Gallus Tomasz Patejko Jian Tang Intel Corporation 35 3 0 28 Apr 2019
Towards Efficient Model Compression via Learned Global Ranking Ting-Wu Chin Ruizhou Ding Cha Zhang Diana Marculescu 83 172 0 28 Apr 2019
Improved Conditional VRNNs for Video Prediction Lluis Castrejon Nicolas Ballas Aaron Courville VGen DRL 157 164 0 27 Apr 2019
Contextualized Word Embeddings Enhanced Event Temporal Relation Extraction for Story Understanding Rujun Han Mengyue Liang Bashar Alhafni Nanyun Peng AI4TS NAI 58 21 0 26 Apr 2019
Transformers with convolutional context for ASR Abdel-rahman Mohamed Dmytro Okhonko Luke Zettlemoyer 69 169 0 26 Apr 2019
TVQA+: Spatio-Temporal Grounding for Video Question Answering Jie Lei Licheng Yu Tamara L. Berg Joey Tianyi Zhou 77 230 0 25 Apr 2019
Probing What Different NLP Tasks Teach Machines about Function Word Comprehension Najoung Kim Roma Patel Adam Poliak Alex Jinpeng Wang Patrick Xia ... Alexis Ross Tal Linzen Benjamin Van Durme Samuel R. Bowman Ellie Pavlick 80 107 0 25 Apr 2019