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 / 18,001 papers shown

Title
Analyzing the Structure of Attention in a Transformer Language Model Jesse Vig Yonatan Belinkov 30 357 0 07 Jun 2019
From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation Yu Liu Li Deng Jianshu Chen C. Chen SSL 26 0 0 06 Jun 2019
Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading Lianhui Qin Michel Galley Chris Brockett Xiaodong Liu Xiang Gao W. Dolan Yejin Choi Jianfeng Gao 26 109 0 06 Jun 2019
Visualizing and Measuring the Geometry of BERT Andy Coenen Emily Reif Ann Yuan Been Kim Adam Pearce F. Viégas Martin Wattenberg MILM 43 415 0 06 Jun 2019
Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections Junxian He Zhisong Zhang Taylor Berg-Kirkpatrick Graham Neubig 33 21 0 06 Jun 2019
Unsupervised Pivot Translation for Distant Languages Yichong Leng Xu Tan Tao Qin Xiang-Yang Li Tie-Yan Liu 33 30 0 06 Jun 2019
Extracting Symptoms and their Status from Clinical Conversations Nan Du Kai Chen Anjuli Kannan Linh Tran Yuhui Chen Izhak Shafran 20 68 0 05 Jun 2019
Large-Scale Multi-Label Text Classification on EU Legislation Ilias Chalkidis Manos Fergadiotis Prodromos Malakasiotis Ion Androutsopoulos AILaw 19 213 0 05 Jun 2019
From Balustrades to Pierre Vinken: Looking for Syntax in Transformer Self-Attentions David Marecek Rudolf Rosa 28 52 0 05 Jun 2019
The Secrets of Machine Learning: Ten Things You Wish You Had Known Earlier to be More Effective at Data Analysis Cynthia Rudin David Carlson HAI 30 34 0 04 Jun 2019
KERMIT: Generative Insertion-Based Modeling for Sequences William Chan Nikita Kitaev Kelvin Guu Mitchell Stern Jakob Uszkoreit VLM 23 65 0 04 Jun 2019
Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation Benjamin Heinzerling Michael Strube 13 35 0 04 Jun 2019
How multilingual is Multilingual BERT? Telmo Pires Eva Schlinger Dan Garrette LRM VLM 95 1,373 0 04 Jun 2019
Converse Attention Knowledge Transfer for Low-Resource Named Entity Recognition Shengfei Lyu Linghao Sun Huixiong Yi Yong-jin Liu Huanhuan Chen Steven C. H. Hoi 21 0 0 04 Jun 2019
Detecting Local Insights from Global Labels: Supervised & Zero-Shot Sequence Labeling via a Convolutional Decomposition A. Schmaltz 27 8 0 04 Jun 2019
Episodic Memory in Lifelong Language Learning Cyprien de Masson dÁutume Sebastian Ruder Lingpeng Kong Dani Yogatama CLL KELM 34 281 0 03 Jun 2019
Learning Representations by Maximizing Mutual Information Across Views Philip Bachman R. Devon Hjelm William Buchwalter SSL 96 1,457 0 03 Jun 2019
Masked Non-Autoregressive Image Captioning Junlong Gao Xi Meng Shiqi Wang Xia Li Shanshe Wang Siwei Ma Wen Gao 19 36 0 03 Jun 2019
BAYHENN: Combining Bayesian Deep Learning and Homomorphic Encryption for Secure DNN Inference Peichen Xie Bingzhe Wu Guangyu Sun BDL FedML 13 33 0 03 Jun 2019
Efficient 8-Bit Quantization of Transformer Neural Machine Language Translation Model Aishwarya Bhandare Vamsi Sripathi Deepthi Karkada Vivek V. Menon Sun Choi Kushal Datta V. Saletore MQ 27 130 0 03 Jun 2019
A Survey of Natural Language Generation Techniques with a Focus on Dialogue Systems - Past, Present and Future Directions Sashank Santhanam Samira Shaikh 3DV 31 52 0 02 Jun 2019
Pretraining Methods for Dialog Context Representation Learning Shikib Mehri E. Razumovskaia Tiancheng Zhao M. Eskénazi 22 84 0 02 Jun 2019
Adversarial Generation and Encoding of Nested Texts A. Rozental GAN 19 0 0 01 Jun 2019
Scoring Sentence Singletons and Pairs for Abstractive Summarization Logan Lebanoff Kaiqiang Song Franck Dernoncourt Doo Soon Kim Seokhwan Kim W. Chang Fei Liu CVBM 30 103 0 31 May 2019
Do Human Rationales Improve Machine Explanations? Julia Strout Ye Zhang Raymond J. Mooney 19 57 0 31 May 2019
Investigating an Effective Character-level Embedding in Korean Sentence Classification Won Ik Cho Seokhwan Kim N. Kim 28 8 0 31 May 2019
MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension Alon Talmor Jonathan Berant 20 172 0 31 May 2019
Fine-Grained Spoiler Detection from Large-Scale Review Corpora Mengting Wan Rishabh Misra Ndapandula Nakashole Julian McAuley 9 130 0 31 May 2019
Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning Tahira Naseem Abhishek Shah Hui Wan Radu Florian Salim Roukos Miguel Ballesteros 25 59 0 31 May 2019
A Lightweight Recurrent Network for Sequence Modeling Biao Zhang Rico Sennrich 27 7 0 30 May 2019
Unbabel's Submission to the WMT2019 APE Shared Task: BERT-based Encoder-Decoder for Automatic Post-Editing António Vilarinho Lopes M. Amin Farajian Gonçalo M. Correia Jonay Trénous André F. T. Martins 33 35 0 30 May 2019
Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention Wenhu Chen Jianshu Chen Pengda Qin Xifeng Yan William Yang Wang 28 129 0 30 May 2019
A Simple but Effective Method to Incorporate Multi-turn Context with BERT for Conversational Machine Comprehension Yasuhito Ohsugi Itsumi Saito Kyosuke Nishida Hisako Asano J. Tomita 33 43 0 30 May 2019
A Generalized Framework of Sequence Generation with Application to Undirected Sequence Models Elman Mansimov Alex Jinpeng Wang Sean Welleck Kyunghyun Cho AIMat 28 46 0 29 May 2019
Unsupervised Paraphrasing without Translation Aurko Roy David Grangier BDL LRM 11 61 0 29 May 2019
Adapting Text Embeddings for Causal Inference Victor Veitch Dhanya Sridhar David M. Blei CML 17 21 0 29 May 2019
Defending Against Neural Fake News Rowan Zellers Ari Holtzman Hannah Rashkin Yonatan Bisk Ali Farhadi Franziska Roesner Yejin Choi AAML 55 1,000 0 29 May 2019
Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain) Mariya Toneva Leila Wehbe MILM AI4CE 42 220 0 28 May 2019
Combating Adversarial Misspellings with Robust Word Recognition Danish Pruthi Bhuwan Dhingra Zachary Chase Lipton 25 300 0 27 May 2019
STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems Jiani Zhang Xingjian Shi Shenglin Zhao Irwin King 29 225 0 27 May 2019
FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents Guillaume Jaume H. K. Ekenel Jean-Philippe Thiran 143 357 0 27 May 2019
Levenshtein Transformer Jiatao Gu Changhan Wang Jake Zhao 49 359 0 27 May 2019
AI-GAs: AI-generating algorithms, an alternate paradigm for producing general artificial intelligence Jeff Clune 17 116 0 27 May 2019
Where's My Head? Definition, Dataset and Models for Numeric Fused-Heads Identification and Resolution Yanai Elazar Yoav Goldberg 19 23 0 26 May 2019
TIGS: An Inference Algorithm for Text Infilling with Gradient Search Dayiheng Liu Jie Fu Pengfei Liu Jiancheng Lv DiffM 21 27 0 26 May 2019
Hashing based Answer Selection Dong Xu Wu-Jun Li 19 6 0 26 May 2019
Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers Liwei Wu Shuqing Li Cho-Jui Hsieh James Sharpnack 21 31 0 25 May 2019
Human vs. Muppet: A Conservative Estimate of Human Performance on the GLUE Benchmark Nikita Nangia Samuel R. Bowman ELM ALM 34 75 0 24 May 2019
Discrete Flows: Invertible Generative Models of Discrete Data Dustin Tran Keyon Vafa Kumar Krishna Agrawal Laurent Dinh Ben Poole DRL 24 114 0 24 May 2019
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions Christopher Clark Kenton Lee Ming-Wei Chang Tom Kwiatkowski Michael Collins Kristina Toutanova 96 1,413 0 24 May 2019