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
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters Ruize Wang Duyu Tang Nan Duan Zhongyu Wei Xuanjing Huang Jianshu Ji Guihong Cao Daxin Jiang Ming Zhou KELM 48 545 0 05 Feb 2020
Parsing as Pretraining David Vilares Michalina Strzyz Anders Søgaard Carlos Gómez-Rodríguez 43 31 0 05 Feb 2020
Vocoder-free End-to-End Voice Conversion with Transformer Network June-Woo Kim H. Jung Minho Lee 30 4 0 05 Feb 2020
Fake News Detection by means of Uncertainty Weighted Causal Graphs E.C. Garrido-Merchán C. Puente Rafael Palacios GNN CML 17 2 0 04 Feb 2020
How Far are We from Effective Context Modeling? An Exploratory Study on Semantic Parsing in Context Jian Liu Yubo Chen Jian Liu Jian-Guang Lou Bin Zhou Dongmei Zhang 25 72 0 03 Feb 2020
IART: Intent-aware Response Ranking with Transformers in Information-seeking Conversation Systems Liu Yang Minghui Qiu Chen Qu Cen Chen Jiafeng Guo Yongfeng Zhang W. Bruce Croft Haiqing Chen 38 38 0 03 Feb 2020
Schema-Guided Dialogue State Tracking Task at DSTC8 Abhinav Rastogi Xiaoxue Zang Srinivas Sunkara Raghav Gupta Pranav Khaitan 27 41 0 02 Feb 2020
Explaining Relationships Between Scientific Documents Kelvin Luu Xinyi Wu Rik Koncel-Kedziorski Kyle Lo Isabel Cachola Noah A. Smith 41 48 0 02 Feb 2020
Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension Max Bartolo A. Roberts Johannes Welbl Sebastian Riedel Pontus Stenetorp AAML 37 167 0 02 Feb 2020
Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning Qian Xue Wei Zhang H. Zha 32 39 0 01 Feb 2020
FEA-Net: A Physics-guided Data-driven Model for Efficient Mechanical Response Prediction Houpu Yao Yi Gao Yongming Liu AI4CE 71 66 0 31 Jan 2020
Self-attention-based BiGRU and capsule network for named entity recognition Jianfeng Deng Lianglun Cheng Zhuowei Wang 16 10 0 30 Jan 2020
Are Pre-trained Language Models Aware of Phrases? Simple but Strong Baselines for Grammar Induction Taeuk Kim Jihun Choi Daniel Edmiston Sang-goo Lee 22 90 0 30 Jan 2020
On the Importance of Word Order Information in Cross-lingual Sequence Labeling Zihan Liu Genta Indra Winata Samuel Cahyawijaya Andrea Madotto Zhaojiang Lin Pascale Fung 24 3 0 30 Jan 2020
MEMO: A Deep Network for Flexible Combination of Episodic Memories Andrea Banino Adria Puigdomenech Badia Raphael Köster Martin Chadwick V. Zambaldi Demis Hassabis Caswell Barry M. Botvinick D. Kumaran Charles Blundell KELM 26 33 0 29 Jan 2020
Joint Contextual Modeling for ASR Correction and Language Understanding Yue Weng Sai Sumanth Miryala Chandra Khatri Runze Wang H. Zheng ... Mahdi Namazifar Alexandros Papangelis Hugh Williams Franziska Bell Gokhan Tur 36 50 0 28 Jan 2020
Guiding Corpus-based Set Expansion by Auxiliary Sets Generation and Co-Expansion Jiaxin Huang Yiqing Xie Yu Meng Jiaming Shen Yunyi Zhang Jiawei Han 58 27 0 27 Jan 2020
Retrospective Reader for Machine Reading Comprehension ZhuoSheng Zhang Junjie Yang Hai Zhao RALM 25 226 0 27 Jan 2020
Asking Questions the Human Way: Scalable Question-Answer Generation from Text Corpus Bang Liu Haojie Wei Di Niu Haolan Chen Yancheng He 27 92 0 27 Jan 2020
TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Network Jiaming Shen Zhihong Shen Chenyan Xiong Chi Wang Kuansan Wang Jiawei Han 32 74 0 26 Jan 2020
From Stock Prediction to Financial Relevance: Repurposing Attention Weights to Assess News Relevance Without Manual Annotations Luciano Del Corro Johannes Hoffart AIFin 21 3 0 26 Jan 2020
DUMA: Reading Comprehension with Transposition Thinking Pengfei Zhu Hai Zhao Xiaoguang Li AI4CE 39 35 0 26 Jan 2020
Generating Representative Headlines for News Stories Xiaotao Gu Yuning Mao Jiawei Han Jialu Liu Hongkun Yu You Wu Cong Yu Daniel Finnie Jiaqi Zhai Nicholas Zukoski 30 70 0 26 Jan 2020
Multi-task self-supervised learning for Robust Speech Recognition Mirco Ravanelli Jianyuan Zhong Santiago Pascual P. Swietojanski João Monteiro J. Trmal Yoshua Bengio SSL 189 288 0 25 Jan 2020
TVR: A Large-Scale Dataset for Video-Subtitle Moment Retrieval Jie Lei Licheng Yu Tamara L. Berg Joey Tianyi Zhou 121 277 0 24 Jan 2020
Multilingual Denoising Pre-training for Neural Machine Translation Yinhan Liu Jiatao Gu Naman Goyal Xian Li Sergey Edunov Marjan Ghazvininejad M. Lewis Luke Zettlemoyer AI4CE AIMat 76 1,777 0 22 Jan 2020
ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data Di Qi Lin Su Jianwei Song Edward Cui Taroon Bharti Arun Sacheti VLM 40 259 0 22 Jan 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,591 0 21 Jan 2020
Domain-Aware Dialogue State Tracker for Multi-Domain Dialogue Systems Vevake Balaraman Bernardo Magnini 26 19 0 21 Jan 2020
Multi-level Head-wise Match and Aggregation in Transformer for Textual Sequence Matching Shuohang Wang Yunshi Lan Yi Tay Jing Jiang Jingjing Liu ViT 32 7 0 20 Jan 2020
Accuracy vs. Complexity: A Trade-off in Visual Question Answering Models M. Farazi Salman H. Khan Nick Barnes 25 17 0 20 Jan 2020
The Parallelism Motifs of Genomic Data Analysis Katherine Yelick A. Buluç M. Awan A. Azad Benjamin Brock ... Giulia Guidi S. Hofmeyr Oguz Selvitopi Cristina Teodoropol L. Oliker 19 17 0 20 Jan 2020
A multimodal deep learning approach for named entity recognition from social media M. Asgari-Chenaghlu M. Feizi-Derakhshi Leili Farzinvash M. Balafar C. Motamed 19 28 0 19 Jan 2020
Capturing Evolution in Word Usage: Just Add More Clusters? Matej Martinc Syrielle Montariol Elaine Zosa Lidia Pivovarova 43 47 0 18 Jan 2020
Plato Dialogue System: A Flexible Conversational AI Research Platform Alexandros Papangelis Mahdi Namazifar Chandra Khatri Yi-Chia Wang Piero Molino Gokhan Tur LLMAG 29 23 0 17 Jan 2020
A Common Semantic Space for Monolingual and Cross-Lingual Meta-Embeddings G. R. Claramunt Rodrigo Agerri German Rigau 37 7 0 17 Jan 2020
RobBERT: a Dutch RoBERTa-based Language Model Pieter Delobelle Thomas Winters Bettina Berendt 18 233 0 17 Jan 2020
Comparing Rule-based, Feature-based and Deep Neural Methods for De-identification of Dutch Medical Records Jan Trienes D. Trieschnigg C. Seifert D. Hiemstra 24 26 0 16 Jan 2020
FGN: Fusion Glyph Network for Chinese Named Entity Recognition Zhenyu Xuan Rui Bao Shengyi Jiang 24 34 0 15 Jan 2020
Graph-Bert: Only Attention is Needed for Learning Graph Representations Jiawei Zhang Haopeng Zhang Congying Xia Li Sun 31 299 0 15 Jan 2020
A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation Jian Guan Fei Huang Zhihao Zhao Xiaoyan Zhu Minlie Huang LRM SyDa 27 242 0 15 Jan 2020
"Why is 'Chicago' deceptive?" Towards Building Model-Driven Tutorials for Humans Vivian Lai Han Liu Chenhao Tan 35 139 0 14 Jan 2020
Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 30 114 0 13 Jan 2020
CLUENER2020: Fine-grained Named Entity Recognition Dataset and Benchmark for Chinese Liang Xu Yu Tong Qianqian Dong Yixuan Liao Cong Yu Yin Tian Weitang Liu Lu Li Caiquan Liu Xuanwei Zhang 32 48 0 13 Jan 2020
Visually Guided Self Supervised Learning of Speech Representations Abhinav Shukla Konstantinos Vougioukas Pingchuan Ma Stavros Petridis Maja Pantic SSL 29 24 0 13 Jan 2020
Residual Attention Net for Superior Cross-Domain Time Sequence Modeling Seth H. Huang Lingjie Xu Congwei Jiang AI4TS 34 10 0 13 Jan 2020
ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training Weizhen Qi Yu Yan Yeyun Gong Dayiheng Liu Nan Duan Jiusheng Chen Ruofei Zhang Ming Zhou AI4TS 27 446 0 13 Jan 2020
Deep Learning based Pedestrian Inertial Navigation: Methods, Dataset and On-Device Inference Changhao Chen Peijun Zhao Chris Xiaoxuan Lu Wei Wang Andrew Markham A. Trigoni 29 113 0 13 Jan 2020
A comprehensive deep learning-based approach to reduced order modeling of nonlinear time-dependent parametrized PDEs S. Fresca Luca Dede' Andrea Manzoni AI4CE 30 258 0 12 Jan 2020
Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study Jinlan Fu Pengfei Liu Qi Zhang Xuanjing Huang AI4CE 33 73 0 12 Jan 2020