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
PRNet: Self-Supervised Learning for Partial-to-Partial Registration Yue Wang Justin Solomon SSL 3DPC 28 379 0 27 Oct 2019
Fair Generative Modeling via Weak Supervision Kristy Choi Aditya Grover Trisha Singh Rui Shu Stefano Ermon 36 133 0 26 Oct 2019
FineText: Text Classification via Attention-based Language Model Fine-tuning Yunzhe Tao Saurabh Gupta Satyapriya Krishna Xiong Zhou Orchid Majumder Vineet Khare 21 3 0 25 Oct 2019
Improving Graph Attention Networks with Large Margin-based Constraints Guangtao Wang Rex Ying Jing-ling Huang J. Leskovec 22 80 0 25 Oct 2019
Current Limitations in Cyberbullying Detection: on Evaluation Criteria, Reproducibility, and Data Scarcity Chris Emmery B. Verhoeven G. Pauw Gilles Jacobs Cynthia Van Hee Els Lefever Bart Desmet Véronique Hoste Walter Daelemans 28 43 0 25 Oct 2019
On the Cross-lingual Transferability of Monolingual Representations Mikel Artetxe Sebastian Ruder Dani Yogatama 30 780 0 25 Oct 2019
Evaluation of Sentence Representations in Polish Slawomir Dadas Michal Perelkiewicz Rafal Poswiata 33 13 0 25 Oct 2019
DENS: A Dataset for Multi-class Emotion Analysis Chen Cecilia Liu Muhammad Osama Anderson de Andrade AI4CE 30 37 0 25 Oct 2019
Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection Shumin Deng Ningyu Zhang Jiaojian Kang Yichi Zhang Wei Zhang Huajun Chen 31 131 0 25 Oct 2019
SpeechBERT: An Audio-and-text Jointly Learned Language Model for End-to-end Spoken Question Answering Yung-Sung Chuang Chi-Liang Liu Hung-yi Lee Lin-shan Lee AuLLM 30 39 0 25 Oct 2019
HUBERT Untangles BERT to Improve Transfer across NLP Tasks M. Moradshahi Hamid Palangi M. Lam P. Smolensky Jianfeng Gao 31 16 0 25 Oct 2019
L2RS: A Learning-to-Rescore Mechanism for Automatic Speech Recognition Yuanfeng Song Di Jiang Xuefang Zhao Qian Xu Raymond Chi-Wing Wong Lixin Fan Qiang Yang 29 17 0 25 Oct 2019
The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection Arya D. McCarthy Ekaterina Vylomova Shijie Wu Chaitanya Malaviya Lawrence Wolf-Sonkin ... Miikka Silfverberg Sabrina J. Mielke Jeffrey Heinz Ryan Cotterell Mans Hulden 41 112 0 25 Oct 2019
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders Andy T. Liu Shu-Wen Yang Po-Han Chi Po-Chun Hsu Hung-yi Lee SSL 47 372 0 25 Oct 2019
A Unified MRC Framework for Named Entity Recognition Xiaoya Li Jingrong Feng Yuxian Meng Qinghong Han Fei Wu Jiwei Li 34 629 0 25 Oct 2019
QASC: A Dataset for Question Answering via Sentence Composition Tushar Khot Peter Clark Michal Guerquin Peter Alexander Jansen Ashish Sabharwal CoGe 41 319 0 25 Oct 2019
ÚFAL MRPipe at MRP 2019: UDPipe Goes Semantic in the Meaning Representation Parsing Shared Task Milan Straka Jana Straková AI4CE 20 7 0 24 Oct 2019
Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning Tianhe Yu Deirdre Quillen Zhanpeng He Ryan Julian Avnish Narayan Hayden Shively Adithya Bellathur Karol Hausman Chelsea Finn Sergey Levine OffRL 103 1,132 0 24 Oct 2019
Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification Xiaochen Hou Jing Huang Guangtao Wang Xiaodong He Bowen Zhou 34 53 0 24 Oct 2019
Hierarchical Transformers for Long Document Classification R. Pappagari Piotr Żelasko Jesús Villalba Yishay Carmiel Najim Dehak 33 239 0 23 Oct 2019
Correction of Automatic Speech Recognition with Transformer Sequence-to-sequence Model Oleksii Hrinchuk Mariya Popova Boris Ginsburg VLM 20 87 0 23 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 144 19,578 0 23 Oct 2019
Generative Pre-Training for Speech with Autoregressive Predictive Coding Yu-An Chung James R. Glass SSL 31 173 0 23 Oct 2019
BanditRank: Learning to Rank Using Contextual Bandits Phanideep Gampa Sumio Fujita OffRL 27 10 0 23 Oct 2019
KnowIT VQA: Answering Knowledge-Based Questions about Videos Noa Garcia Mayu Otani Chenhui Chu Yuta Nakashima 30 77 0 23 Oct 2019
Depth-Adaptive Transformer Maha Elbayad Jiatao Gu Edouard Grave Michael Auli 19 187 0 22 Oct 2019
Improving Transformer-based Speech Recognition Using Unsupervised Pre-training Dongwei Jiang Xiaoning Lei Wubo Li Ne Luo Yuxuan Hu Wei Zou Xiangang Li 24 99 0 22 Oct 2019
Automatic Extraction of Personality from Text: Challenges and Opportunities N. Akrami Johan Fernquist T. Isbister Lisa Kaati Björn Pelzer 6 10 0 22 Oct 2019
IPOD: An Industrial and Professional Occupations Dataset and its Applications to Occupational Data Mining and Analysis Junhua Liu Yung Chuen Ng Kristin L. Wood Kwan Hui Lim 31 6 0 22 Oct 2019
Two-Step Sound Source Separation: Training on Learned Latent Targets Efthymios Tzinis Shrikant Venkataramani Zhepei Wang Y. C. Sübakan Paris Smaragdis 26 64 0 22 Oct 2019
Transformer-based Acoustic Modeling for Hybrid Speech Recognition Yongqiang Wang Abdel-rahman Mohamed Duc Le Chunxi Liu Alex Xiao ... Xiaohui Zhang Frank Zhang Christian Fuegen Geoffrey Zweig M. Seltzer 16 248 0 22 Oct 2019
MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension Adam Fisch Alon Talmor Robin Jia Minjoon Seo Eunsol Choi Danqi Chen 33 302 0 22 Oct 2019
Composite Neural Network: Theory and Application to PM2.5 Prediction M. Yang Meng Chang Chen PINN 19 9 0 22 Oct 2019
Learning to Make Generalizable and Diverse Predictions for Retrosynthesis Benson Chen T. Shen Tommi Jaakkola Regina Barzilay 24 46 0 21 Oct 2019
Designovel's system description for Fashion-IQ challenge 2019 Jianri Li Xieyuanli Chen Zongtan Zhou Ki-young Shin Huimin Lu 24 6 0 21 Oct 2019
Domain-agnostic Question-Answering with Adversarial Training Seanie Lee Donggyu Kim Jangwon Park OOD 35 72 0 21 Oct 2019
A Neural Entity Coreference Resolution Review Nikolaos Stylianou I. Vlahavas 24 38 0 21 Oct 2019
Diversify Your Datasets: Analyzing Generalization via Controlled Variance in Adversarial Datasets Ohad Rozen Vered Shwartz Roee Aharoni Ido Dagan AAML 19 37 0 21 Oct 2019
Localization of Fake News Detection via Multitask Transfer Learning Jan Christian Blaise Cruz Julianne Agatha Tan C. Cheng 28 33 0 21 Oct 2019
Constructing Artificial Data for Fine-tuning for Low-Resource Biomedical Text Tagging with Applications in PICO Annotation Gaurav Singh Zahra Sabet John Shawe-Taylor James Thomas 26 7 0 21 Oct 2019
Good, Better, Best: Textual Distractors Generation for Multiple-Choice Visual Question Answering via Reinforcement Learning Jiaying Lu Xin Ye Yi Ren Yezhou Yang 18 10 0 21 Oct 2019
Discovering the Compositional Structure of Vector Representations with Role Learning Networks Paul Soulos R. Thomas McCoy Tal Linzen P. Smolensky CoGe 29 43 0 21 Oct 2019
Findings of the NLP4IF-2019 Shared Task on Fine-Grained Propaganda Detection Giovanni Da San Martino Alberto Barrón-Cedeño Preslav Nakov 25 80 0 20 Oct 2019
Improving Sequence Modeling Ability of Recurrent Neural Networks via Sememes Yujia Qin Fanchao Qi Sicong Ouyang Zhiyuan Liu Cheng Yang Yasheng Wang Qun Liu Maosong Sun 28 5 0 20 Oct 2019
XL-Editor: Post-editing Sentences with XLNet Yong-Siang Shih Wei-Cheng Chang Yiming Yang KELM 25 11 0 19 Oct 2019
Keyphrase Extraction from Scholarly Articles as Sequence Labeling using Contextualized Embeddings Dhruva Sahrawat Debanjan Mahata Mayank Kulkarni Haimin Zhang Rakesh Gosangi Amanda Stent Agniv Sharma Yaman Kumar Singla R. Shah Roger Zimmermann 17 30 0 19 Oct 2019
Natural Question Generation with Reinforcement Learning Based Graph-to-Sequence Model Yu Chen Lingfei Wu Mohammed J Zaki 19 11 0 19 Oct 2019
Model Compression with Two-stage Multi-teacher Knowledge Distillation for Web Question Answering System Ze Yang Linjun Shou Ming Gong Wutao Lin Daxin Jiang 28 92 0 18 Oct 2019
A Mutual Information Maximization Perspective of Language Representation Learning Lingpeng Kong Cyprien de Masson dÁutume Wang Ling Lei Yu Zihang Dai Dani Yogatama SSL 226 166 0 18 Oct 2019
Theoretical Investigation of Composite Neural Network M. Yang Meng Chang Chen PINN 11 3 0 18 Oct 2019