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 / 19,767 papers shown

Title
Align, Mask and Select: A Simple Method for Incorporating Commonsense Knowledge into Language Representation Models Zhiquan Ye Qian Chen Wen Wang Zhenhua Ling 27 68 0 19 Aug 2019
PrivFT: Private and Fast Text Classification with Homomorphic Encryption Ahmad Al Badawi Louie Hoang Chan Fook Mun Kim Laine Khin Mi Mi Aung 32 80 0 19 Aug 2019
RefNet: A Reference-aware Network for Background Based Conversation Chuan Meng Pengjie Ren Zhumin Chen Christof Monz Jun Ma Maarten de Rijke 26 61 0 18 Aug 2019
TDAM: a Topic-Dependent Attention Model for Sentiment Analysis Gabriele Pergola Lin Gui Yulan He 38 57 0 18 Aug 2019
A Fast and Accurate One-Stage Approach to Visual Grounding Zhengyuan Yang Boqing Gong Liwei Wang Wenbing Huang Dong Yu Jiebo Luo ObjD 24 361 0 18 Aug 2019
Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack Emily Dinan Samuel Humeau Bharath Chintagunta Jason Weston 29 244 0 17 Aug 2019
EmotionX-IDEA: Emotion BERT -- an Affectional Model for Conversation Yen-Hao Huang Ssu-Rui Lee Mau-Yun Ma Yi-Hsin Chen Ya-Wen Yu Yi-Shin Chen 11 56 0 17 Aug 2019
A Symbolic Neural Network Representation and its Application to Understanding, Verifying, and Patching Networks Matthew Sotoudeh Aditya V. Thakur 22 4 0 17 Aug 2019
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text Koustuv Sinha Shagun Sodhani Jin Dong Joelle Pineau William L. Hamilton 35 203 0 16 Aug 2019
Shallow Domain Adaptive Embeddings for Sentiment Analysis P. Sarma Yingyu Liang W. Sethares AI4CE 19 8 0 16 Aug 2019
Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training Gen Li Nan Duan Yuejian Fang Ming Gong Daxin Jiang Ming Zhou SSL VLM MLLM 96 895 0 16 Aug 2019
Simplify the Usage of Lexicon in Chinese NER Ruotian Ma Minlong Peng Qi Zhang Xuanjing Huang 13 260 0 16 Aug 2019
Attending to Future Tokens For Bidirectional Sequence Generation Carolin (Haas) Lawrence Bhushan Kotnis Mathias Niepert 30 35 0 16 Aug 2019
BERT-Based Multi-Head Selection for Joint Entity-Relation Extraction Weipéng Huáng Xingyi Cheng Taifeng Wang Wei Chu 27 30 0 16 Aug 2019
Few-Shot Dialogue Generation Without Annotated Data: A Transfer Learning Approach Igor Shalyminov Sungjin Lee Arash Eshghi Oliver Lemon OffRL 13 23 0 16 Aug 2019
Reasoning Over Paragraph Effects in Situations Kevin Lin Oyvind Tafjord Peter Clark Matt Gardner 36 115 0 16 Aug 2019
A deep-learning-based surrogate model for data assimilation in dynamic subsurface flow problems Meng Tang Yimin Liu L. Durlofsky AI4CE 37 257 0 16 Aug 2019
Integrating Multimodal Information in Large Pretrained Transformers Wasifur Rahman M. Hasan Sangwu Lee Amir Zadeh Chengfeng Mao Louis-Philippe Morency Ehsan Hoque 19 29 0 15 Aug 2019
Abductive Commonsense Reasoning Chandra Bhagavatula Ronan Le Bras Chaitanya Malaviya Keisuke Sakaguchi Ari Holtzman Hannah Rashkin Doug Downey Scott Yih Yejin Choi ReLM LRM 25 454 0 15 Aug 2019
SenseBERT: Driving Some Sense into BERT Yoav Levine Barak Lenz Or Dagan Ori Ram Dan Padnos Or Sharir Shai Shalev-Shwartz Amnon Shashua Y. Shoham SSL 27 186 0 15 Aug 2019
Visualizing and Understanding the Effectiveness of BERT Y. Hao Li Dong Furu Wei Ke Xu 31 183 0 15 Aug 2019
A Multi-Turn Emotionally Engaging Dialog Model Yubo Xie Ekaterina Svikhnushina P. Pu 26 15 0 15 Aug 2019
A Multi-Type Multi-Span Network for Reading Comprehension that Requires Discrete Reasoning Minghao Hu Yuxing Peng Zhen Huang Dongsheng Li AIMat LRM 32 91 0 15 Aug 2019
Multi-class Hierarchical Question Classification for Multiple Choice Science Exams Dongfang Xu Peter Alexander Jansen Jaycie Martin Zhengnan Xie Vikas Yadav Harish Tayyar Madabushi Oyvind Tafjord Peter Clark 24 23 0 15 Aug 2019
Temporal Collaborative Ranking Via Personalized Transformer Liwei Wu Shuqing Li Cho-Jui Hsieh James Sharpnack AI4TS 29 4 0 15 Aug 2019
Sex Trafficking Detection with Ordinal Regression Neural Networks Longshaokan Wang E. Laber Yeng Saanchi Sherrie Caltagirone 22 14 0 15 Aug 2019
Feature-Less End-to-End Nested Term Extraction Yuze Gao Yu Yuan 31 15 0 15 Aug 2019
Towards Making the Most of BERT in Neural Machine Translation Jiacheng Yang Mingxuan Wang Hao Zhou Chengqi Zhao Yong Yu Weinan Zhang Lei Li CLL 28 157 0 15 Aug 2019
Multi-Task Self-Supervised Learning for Disfluency Detection Shaolei Wang Wanxiang Che Qi Liu Pengda Qin Ting Liu William Yang Wang SSL 27 56 0 15 Aug 2019
Towards Debiasing Fact Verification Models Tal Schuster Darsh J. Shah Yun Jie Serene Yeo Daniel Filizzola Enrico Santus Regina Barzilay 62 209 0 14 Aug 2019
Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding Oren Barkan Noam Razin Itzik Malkiel Ori Katz Avi Caciularu Noam Koenigstein FedML 49 37 0 14 Aug 2019
SG-Net: Syntax-Guided Machine Reading Comprehension Zhuosheng Zhang Yuwei Wu Junru Zhou Sufeng Duan Hai Zhao Rui Wang 47 187 0 14 Aug 2019
FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine Comprehension Yi-Ting Yeh Yun-Nung Chen 34 40 0 14 Aug 2019
Fusion of Detected Objects in Text for Visual Question Answering Chris Alberti Jeffrey Ling Michael Collins David Reitter 19 173 0 14 Aug 2019
Unsupervised Out-of-Distribution Detection by Maximum Classifier Discrepancy Qing Yu Kiyoharu Aizawa OODD 24 166 0 14 Aug 2019
Entity-aware ELMo: Learning Contextual Entity Representation for Entity Disambiguation Hamed Shahbazi Xiaoli Z. Fern Reza Ghaeini Rasha Obeidat Prasad Tadepalli 46 21 0 14 Aug 2019
Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation Yu Chen Lingfei Wu Mohammed J Zaki GNN 24 155 0 14 Aug 2019
HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Shiyang Yan Jun Xu Yuai Liu Lin Xu 32 7 0 14 Aug 2019
Fine-grained Information Status Classification Using Discourse Context-Aware Self-Attention Yufang Hou 27 0 0 13 Aug 2019
StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding Wei Wang Bin Bi Ming Yan Chen Henry Wu Zuyi Bao Jiangnan Xia Liwei Peng Luo Si 31 260 0 13 Aug 2019
Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA System Ye Liu Chenwei Zhang Xiaohui Yan Yi-Ju Chang Philip S. Yu 35 19 0 13 Aug 2019
On Identifiability in Transformers Gino Brunner Yang Liu Damian Pascual Oliver Richter Massimiliano Ciaramita Roger Wattenhofer ViT 30 188 0 12 Aug 2019
Taming Unbalanced Training Workloads in Deep Learning with Partial Collective Operations Shigang Li Tal Ben-Nun Salvatore Di Girolamo Dan Alistarh Torsten Hoefler 24 58 0 12 Aug 2019
Multimodal Unified Attention Networks for Vision-and-Language Interactions Zhou Yu Yuhao Cui Jun Yu Dacheng Tao Q. Tian 32 38 0 12 Aug 2019
TAPER: Time-Aware Patient EHR Representation Sajad Darabi Mohammad Kachuee Shayan Fazeli Majid Sarrafzadeh 27 56 0 11 Aug 2019
Exploiting Temporal Relationships in Video Moment Localization with Natural Language Songyang Zhang Jinsong Su Jiebo Luo 19 74 0 11 Aug 2019
Multi-modality Latent Interaction Network for Visual Question Answering Peng Gao Haoxuan You Zhanpeng Zhang Xiaogang Wang Hongsheng Li 38 82 0 10 Aug 2019
VisualBERT: A Simple and Performant Baseline for Vision and Language Liunian Harold Li Mark Yatskar Da Yin Cho-Jui Hsieh Kai-Wei Chang VLM 84 1,929 0 09 Aug 2019
BERT-based Ranking for Biomedical Entity Normalization Zongcheng Ji Qiang Wei Hua Xu OOD MedIm 24 122 0 09 Aug 2019
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee SSL VLM 149 3,650 0 06 Aug 2019