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"

50 / 19,366 papers shown

Title
A Discrete Hard EM Approach for Weakly Supervised Question Answering Sewon Min Danqi Chen Hannaneh Hajishirzi Luke Zettlemoyer 36 162 0 11 Sep 2019
Scientific Discourse Tagging for Evidence Extraction Xiangci Li Gully A. Burns Nanyun Peng 38 25 0 10 Sep 2019
Compositional Generalization in Image Captioning Mitja Nikolaus Mostafa Abdou Matthew Lamm Rahul Aralikatte Desmond Elliott CoGe 32 49 0 10 Sep 2019
Follow the Leader: Documents on the Leading Edge of Semantic Change Get More Citations Sandeep Soni Kristina Lerman Jacob Eisenstein AI4TS 44 12 0 09 Sep 2019
BERT-Based Arabic Social Media Author Profiling Chiyu Zhang Muhammad Abdul-Mageed 9 12 0 09 Sep 2019
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 234 657 0 09 Sep 2019
Span Selection Pre-training for Question Answering Michael R. Glass A. Gliozzo Rishav Chakravarti Anthony Ferritto Lin Pan G P Shrivatsa Bhargav Dinesh Garg Avirup Sil RALM 43 70 0 09 Sep 2019
Counterfactual Story Reasoning and Generation Lianhui Qin Antoine Bosselut Ari Holtzman Chandra Bhagavatula Elizabeth Clark Yejin Choi LRM 32 144 0 09 Sep 2019
Pretrained Language Models for Sequential Sentence Classification Arman Cohan Iz Beltagy Daniel King Bhavana Dalvi Daniel S. Weld 37 128 0 09 Sep 2019
The Trumpiest Trump? Identifying a Subject's Most Characteristic Tweets Charuta Pethe Steven Skiena 22 4 0 09 Sep 2019
Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering Shangwen Lv Daya Guo Jingjing Xu Duyu Tang Nan Duan Ming Gong Linjun Shou Daxin Jiang Guihong Cao Songlin Hu RALM 25 202 0 09 Sep 2019
Reasoning Over Semantic-Level Graph for Fact Checking Wanjun Zhong Jingjing Xu Duyu Tang Zenan Xu Nan Duan M. Zhou Jiahai Wang Jian Yin HILM GNN 185 166 0 09 Sep 2019
MULE: Multimodal Universal Language Embedding Donghyun Kim Kuniaki Saito Kate Saenko Stan Sclaroff Bryan A. Plummer VLM 37 40 0 08 Sep 2019
Designing and Interpreting Probes with Control Tasks John Hewitt Percy Liang 37 529 0 08 Sep 2019
MultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact Checking of Claims Isabelle Augenstein Christina Lioma Dongsheng Wang Lucas Chaves Lima Casper Hansen Christian B. Hansen J. Simonsen HILM 35 250 0 07 Sep 2019
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction Zhepei Wei Jianlin Su Yue Wang Yuan Tian Yi-Ju Chang 3DV 32 17 0 07 Sep 2019
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models Sandeep Subramanian Raymond Li Jonathan Pilault C. Pal 251 217 0 07 Sep 2019
Overton: A Data System for Monitoring and Improving Machine-Learned Products Christopher Ré Feng Niu Pallavi Gudipati Charles Srisuwananukorn AI4TS 37 46 0 07 Sep 2019
To lemmatize or not to lemmatize: how word normalisation affects ELMo performance in word sense disambiguation Andrey Kutuzov E. Kuzmenko 19 22 0 06 Sep 2019
RNN Architecture Learning with Sparse Regularization Jesse Dodge Roy Schwartz Hao Peng Noah A. Smith 43 10 0 06 Sep 2019
Supervised Multimodal Bitransformers for Classifying Images and Text Douwe Kiela Suvrat Bhooshan Hamed Firooz Ethan Perez Davide Testuggine 64 243 0 06 Sep 2019
Understanding the Impact of Text Highlighting in Crowdsourcing Tasks Jorge M. Ramírez Marcos Báez Fabio Casati B. Benatallah 19 18 0 06 Sep 2019
Context-aware Deep Model for Entity Recommendation in Search Engine at Alibaba Qianghuai Jia Ningyu Zhang Nengwei Hua 19 5 0 06 Sep 2019
Robust Navigation with Language Pretraining and Stochastic Sampling Xiujun Li Chunyuan Li Qiaolin Xia Yonatan Bisk Asli Celikyilmaz Jianfeng Gao Noah A. Smith Yejin Choi LM&Ro 35 111 0 05 Sep 2019
Multi-Granularity Self-Attention for Neural Machine Translation Jie Hao Xing Wang Shuming Shi Jinfeng Zhang Zhaopeng Tu MILM 30 48 0 05 Sep 2019
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 227 184 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 29 170 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 470 2,602 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 30 146 0 02 Sep 2019
Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation Liliang Ren Jianmo Ni Julian McAuley 21 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
Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning Lifu Huang Ronan Le Bras Chandra Bhagavatula Yejin Choi AIMat RALM LRM 43 447 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
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach Wenpeng Yin Jamaal Hay Dan Roth 35 541 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