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
Masked Non-Autoregressive Image Captioning Junlong Gao Xi Meng Shiqi Wang Xia Li Shanshe Wang Siwei Ma Wen Gao 27 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 19 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 30 131 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 30 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 27 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 31 129 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
Educating Text Autoencoders: Latent Representation Guidance via Denoising T. Shen Jonas W. Mueller Regina Barzilay Tommi Jaakkola 19 4 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 1,003 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 51 359 0 27 May 2019
AI-GAs: AI-generating algorithms, an alternate paradigm for producing general artificial intelligence Jeff Clune 19 116 0 27 May 2019
Where's My Head? Definition, Dataset and Models for Numeric Fused-Heads Identification and Resolution Yanai Elazar Yoav Goldberg 32 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 27 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 1,420 0 24 May 2019
Personalizing Dialogue Agents via Meta-Learning Zhaojiang Lin Andrea Madotto Chien-Sheng Wu Pascale Fung 63 180 0 24 May 2019
Zero-shot Knowledge Transfer via Adversarial Belief Matching P. Micaelli Amos Storkey 19 228 0 23 May 2019
Misspelling Oblivious Word Embeddings Bora Edizel Aleksandra Piktus Piotr Bojanowski Rui A. Ferreira Edouard Grave Fabrizio Silvestri 20 63 0 23 May 2019
Deep Q-Learning with Q-Matrix Transfer Learning for Novel Fire Evacuation Environment Jivitesh Sharma Per-Arne Andersen Ole-Christoffer Granmo M. G. Olsen AI4CE 41 68 0 23 May 2019
An Investigation of Transfer Learning-Based Sentiment Analysis in Japanese Enkhbold Bataa Joshua Wu 29 33 0 23 May 2019
Data-Efficient Image Recognition with Contrastive Predictive Coding Olivier J. Hénaff A. Srinivas J. Fauw Ali Razavi Carl Doersch S. M. Ali Eslami Aaron van den Oord SSL 60 1,417 0 22 May 2019
AMR Parsing as Sequence-to-Graph Transduction Sheng Zhang Xutai Ma Kevin Duh Benjamin Van Durme 36 148 0 21 May 2019
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction Kosuke Nishida Kyosuke Nishida Masaaki Nagata Atsushi Otsuka Itsumi Saito Hisako Asano J. Tomita RALM 19 102 0 21 May 2019
Interpretable Neural Predictions with Differentiable Binary Variables Jasmijn Bastings Wilker Aziz Ivan Titov 32 212 0 20 May 2019
Human-like machine thinking: Language guided imagination Feng Qi Wenchuan Wu AI4CE MLLM 16 5 0 18 May 2019
Story Ending Prediction by Transferable BERT Zhongyang Li Xiao Ding Ting Liu 34 52 0 17 May 2019
Adaptation of Deep Bidirectional Multilingual Transformers for Russian Language Yuri Kuratov M. Arkhipov 39 274 0 17 May 2019
Gmail Smart Compose: Real-Time Assisted Writing Mengzhao Chen Benjamin Lee G. Bansal Yuan Cao Shuyuan Zhang ... Yinan Wang Andrew M. Dai Zhehuai Chen Timothy Sohn Yonghui Wu 24 203 0 17 May 2019
An Information Theoretic Interpretation to Deep Neural Networks Shao-Lun Huang Xiangxiang Xu Lizhong Zheng G. Wornell FAtt 22 41 0 16 May 2019
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization Xingxing Zhang Furu Wei M. Zhou 37 377 0 16 May 2019
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 91 848 0 15 May 2019