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
Semantics-aware BERT for Language Understanding Zhuosheng Zhang Yuwei Wu Zhao Hai Z. Li Shuailiang Zhang Xi Zhou Xiang Zhou 26 365 0 05 Sep 2019
NERO: A Neural Rule Grounding Framework for Label-Efficient Relation Extraction Wenxuan Zhou Hongtao Lin Bill Yuchen Lin Ziqi Wang Junyi Du Leonardo Neves Xiang Ren NAI 50 54 0 05 Sep 2019
KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning Bill Yuchen Lin Xinyue Chen Jamin Chen Xiang Ren 31 460 0 04 Sep 2019
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction Stefan Larson Anish Mahendran Joseph Peper Christopher Clarke Andrew Lee ... Jonathan K. Kummerfeld Kevin Leach M. Laurenzano Lingjia Tang Jason Mars 31 518 0 04 Sep 2019
From 'F' to Á' on the N.Y. Regents Science Exams: An Overview of the Aristo Project Peter Clark Oren Etzioni Daniel Khashabi Tushar Khot Bhavana Dalvi ... Niket Tandon Sumithra Bhakthavatsalam Dirk Groeneveld Michal Guerquin Michael Schmitz ELM 31 99 0 04 Sep 2019
ParaQG: A System for Generating Questions and Answers from Paragraphs Vishwajeet Kumar Sivaanandh Muneeswaran Ganesh Ramakrishnan Yuan-Fang Li 24 9 0 04 Sep 2019
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models Thomas Scialom Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 32 149 0 04 Sep 2019
Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons Jie Hao Xing Wang Shuming Shi Jinfeng Zhang Zhaopeng Tu 34 12 0 04 Sep 2019
CrossWeigh: Training Named Entity Tagger from Imperfect Annotations Zihan Wang Jingbo Shang Liyuan Liu Lihao Lu Jiacheng Liu Jiawei Han NoLa 24 102 0 03 Sep 2019
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives Elena Voita Rico Sennrich Ivan Titov 232 184 0 03 Sep 2019
Better Rewards Yield Better Summaries: Learning to Summarise Without References F. Böhm Yang Gao Christian M. Meyer Ori Shapira Ido Dagan Iryna Gurevych 38 107 0 03 Sep 2019
Encode, Tag, Realize: High-Precision Text Editing Eric Malmi Sebastian Krause S. Rothe Daniil Mirylenka Aliaksei Severyn 3DV 32 170 0 03 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 483 2,618 0 03 Sep 2019
Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks Haoyang Huang Yaobo Liang Nan Duan Ming Gong Linjun Shou Daxin Jiang M. Zhou 47 230 0 03 Sep 2019
Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions Rui Zhang Tao Yu H. Er Sungrok Shim Eric Xue Xi Lin Tianze Shi Caiming Xiong R. Socher Dragomir R. Radev 32 146 0 02 Sep 2019
Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation Liliang Ren Jianmo Ni Julian McAuley 40 80 0 02 Sep 2019
SumQE: a BERT-based Summary Quality Estimation Model Stratos Xenouleas Prodromos Malakasiotis Marianna Apidianaki Ion Androutsopoulos 28 37 0 02 Sep 2019
Syntax-aware Multilingual Semantic Role Labeling Shexia He Z. Li Zhao Hai 33 49 0 01 Sep 2019
Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning Lifu Huang Ronan Le Bras Chandra Bhagavatula Yejin Choi AIMat RALM LRM 43 448 0 31 Aug 2019
Humor Detection: A Transformer Gets the Last Laugh Orion Weller Kevin Seppi 72 122 0 31 Aug 2019
WSLLN: Weakly Supervised Natural Language Localization Networks M. Gao L. Davis R. Socher Caiming Xiong 21 80 0 31 Aug 2019
NEZHA: Neural Contextualized Representation for Chinese Language Understanding Junqiu Wei Xiaozhe Ren Xiaoguang Li Wenyong Huang Yi-Lun Liao Yasheng Wang Jianghao Lin Xin Jiang Xiao Chen Qun Liu 8 116 0 31 Aug 2019
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach Wenpeng Yin Jamaal Hay Dan Roth 65 542 0 31 Aug 2019
Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER Phillip Keung Y. Lu Vikas Bhardwaj 39 81 0 31 Aug 2019
Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization Siyao Li Deren Lei Pengda Qin William Yang Wang 19 43 0 31 Aug 2019
A Logic-Driven Framework for Consistency of Neural Models Tao Li Vivek Gupta Maitrey Mehta Vivek Srikumar AI4CE 34 101 0 31 Aug 2019
A Semantics-Assisted Video Captioning Model Trained with Scheduled Sampling Haoran Chen Ke Lin A. Maye Jianmin Li Xiaoling Hu 30 47 0 31 Aug 2019
(Male, Bachelor) and (Female, Ph.D) have different connotations: Parallelly Annotated Stylistic Language Dataset with Multiple Personas Dongyeop Kang Varun Gangal Eduard H. Hovy 29 16 0 31 Aug 2019
Exploring Domain Shift in Extractive Text Summarization Danqing Wang Pengfei Liu Ming Zhong Jie Fu Xipeng Qiu Xuanjing Huang 34 36 0 30 Aug 2019
Shallow Syntax in Deep Water Swabha Swayamdipta Matthew E. Peters Brendan Roof Chris Dyer Noah A. Smith 29 10 0 29 Aug 2019
Neural Snowball for Few-Shot Relation Learning Tianyu Gao Xu Han Ruobing Xie Zhiyuan Liu Fen Lin Leyu Lin Maosong Sun 47 79 0 29 Aug 2019
Interactive Language Learning by Question Answering Xingdi Yuan Marc-Alexandre Côté Jie Fu Zhouhan Lin C. Pal Yoshua Bengio Adam Trischler 34 47 0 28 Aug 2019
Analyzing Customer Feedback for Product Fit Prediction S. Baier 26 4 0 28 Aug 2019
Stochastic AUC Maximization with Deep Neural Networks Mingrui Liu Zhuoning Yuan Yiming Ying Tianbao Yang 32 103 0 28 Aug 2019
Ensemble-Based Deep Reinforcement Learning for Chatbots Heriberto Cuayáhuitl Donghyeon Lee Seonghan Ryu Yongjin Cho Sungja Choi Satish Reddy Indurthi Seunghak Yu Hyungtak Choi Inchul Hwang J. Kim OffRL 29 69 0 27 Aug 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 132 11,894 0 27 Aug 2019
Real-world Conversational AI for Hotel Bookings Bai Li Nanyi Jiang Joey Sham Henry Shi Hussein Fazal 34 15 0 27 Aug 2019
Improving Automatic Jazz Melody Generation by Transfer Learning Techniques Hsiao-Tzu Hung Chung-Yang Wang Yi-Hsuan Yang Hsin-Min Wang 17 19 0 26 Aug 2019
Patient Knowledge Distillation for BERT Model Compression S. Sun Yu Cheng Zhe Gan Jingjing Liu 83 832 0 25 Aug 2019
Adversarial Domain Adaptation for Machine Reading Comprehension Huazheng Wang Zhe Gan Xiaodong Liu Jingjing Liu Jianfeng Gao Hongning Wang 30 64 0 24 Aug 2019
DGSAN: Discrete Generative Self-Adversarial Network Ehsan Montahaei Danial Alihosseini M. Baghshah 19 13 0 24 Aug 2019
BERT for Coreference Resolution: Baselines and Analysis Mandar Joshi Omer Levy Daniel S. Weld Luke Zettlemoyer 28 320 0 24 Aug 2019
Fairness in Deep Learning: A Computational Perspective Mengnan Du Fan Yang Na Zou Xia Hu FaML FedML 15 230 0 23 Aug 2019
Spiking Neural Predictive Coding for Continual Learning from Data Streams Alexander Ororbia 43 25 0 23 Aug 2019
Unsupervised Text Summarization via Mixed Model Back-Translation Yacine Jernite 46 2 0 22 Aug 2019
VL-BERT: Pre-training of Generic Visual-Linguistic Representations Weijie Su Xizhou Zhu Yue Cao Bin Li Lewei Lu Furu Wei Jifeng Dai VLM MLLM SSL 87 1,652 0 22 Aug 2019
Unsupervised Lemmatization as Embeddings-Based Word Clustering Rudolf Rosa Z. Žabokrtský 20 10 0 22 Aug 2019
The many Shapley values for model explanation Mukund Sundararajan A. Najmi TDI FAtt 11 625 0 22 Aug 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 283 1,437 0 22 Aug 2019
Denoising based Sequence-to-Sequence Pre-training for Text Generation Liang Wang Wei Zhao Ruoyu Jia Sujian Li Jingming Liu VLM AI4CE 42 37 0 22 Aug 2019