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
TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agents Thomas Wolf Victor Sanh Julien Chaumond Clement Delangue 40 493 0 23 Jan 2019
A Question-Entailment Approach to Question Answering Asma Ben Abacha Dina Demner-Fushman 27 189 0 23 Jan 2019
Programmable Neural Network Trojan for Pre-Trained Feature Extractor Yu Ji Zixin Liu Xing Hu Peiqi Wang Youhui Zhang AAML 27 17 0 23 Jan 2019
Deep learning and sub-word-unit approach in written art generation K. Wołk Emilia Zawadzka-Gosk Wojciech Czarnowski 27 1 0 22 Jan 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 25 2,712 0 22 Jan 2019
Mixed Formal Learning: A Path to Transparent Machine Learning Sandra Carrico AI4CE 19 1 0 20 Jan 2019
Physics-Constrained Deep Learning for High-dimensional Surrogate Modeling and Uncertainty Quantification without Labeled Data Yinhao Zhu N. Zabaras P. Koutsourelakis P. Perdikaris PINN AI4CE 46 854 0 18 Jan 2019
Learning from Dialogue after Deployment: Feed Yourself, Chatbot! Braden Hancock Antoine Bordes Pierre-Emmanuel Mazaré Jason Weston 39 190 0 16 Jan 2019
Sentence transition matrix: An efficient approach that preserves sentence semantics Myeongjun Jang Pilsung Kang 19 2 0 16 Jan 2019
Investigating Antigram Behaviour using Distributional Semantics Saptarshi Sengupta 16 0 0 15 Jan 2019
Exploiting Synchronized Lyrics And Vocal Features For Music Emotion Detection Loreto Parisi Simone Francia Silvio Olivastri Maria Stella Tavella 26 11 0 15 Jan 2019
Passage Re-ranking with BERT Rodrigo Nogueira Kyunghyun Cho OOD 72 1,067 0 13 Jan 2019
Linguistic Analysis of Pretrained Sentence Encoders with Acceptability Judgments Alex Warstadt Samuel R. Bowman 22 23 0 11 Jan 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Zihang Dai Zhilin Yang Yiming Yang J. Carbonell Quoc V. Le Ruslan Salakhutdinov VLM 38 3,685 0 09 Jan 2019
On the Possibilities and Limitations of Multi-hop Reasoning Under Linguistic Imperfections Daniel Khashabi Erfan Sadeqi Azer Tushar Khot Ashish Sabharwal Dan Roth LRM 17 8 0 08 Jan 2019
Multi-style Generative Reading Comprehension Kyosuke Nishida Itsumi Saito Kosuke Nishida Kazutoshi Shinoda Atsushi Otsuka Hisako Asano J. Tomita 22 70 0 08 Jan 2019
Feature reinforcement with word embedding and parsing information in neural TTS Huaiping Ming Lei He Haohan Guo Frank Soong 82 15 0 03 Jan 2019
Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation Cristina Garbacea Samuel Carton Shiyan Yan Qiaozhu Mei ELM 25 29 0 02 Jan 2019
Text Infilling Wanrong Zhu Zhiting Hu Eric Xing 22 62 0 01 Jan 2019
A neural joint model for Vietnamese word segmentation, POS tagging and dependency parsing Dat Quoc Nguyen 28 12 0 30 Dec 2018
Adversarial Attack and Defense on Graph Data: A Survey Lichao Sun Yingtong Dou Carl Yang Ji Wang Yixin Liu Philip S. Yu Lifang He Yangqiu Song GNN AAML 23 276 0 26 Dec 2018
Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification Mozhi Zhang Yoshinari Fujinuma Jordan L. Boyd-Graber 21 21 0 22 Dec 2018
A Survey on Deep Learning for Named Entity Recognition J. Li Aixin Sun Jianglei Han Chenliang Li 3DV 34 1,142 0 22 Dec 2018
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 45 5,431 0 20 Dec 2018
Dynamic Fusion with Intra- and Inter- Modality Attention Flow for Visual Question Answering Peng Gao Zhengkai Jiang Haoxuan You Pan Lu Steven C. H. Hoi Xiaogang Wang Hongsheng Li AIMat 30 363 0 13 Dec 2018
SMIT: Stochastic Multi-Label Image-to-Image Translation Andrés Romero Pablo Arbelaez Luc Van Gool Radu Timofte 25 66 0 10 Dec 2018
Auto-Encoding Scene Graphs for Image Captioning Xu Yang Kaihua Tang Hanwang Zhang Jianfei Cai 35 693 0 06 Dec 2018
Efficient Attention: Attention with Linear Complexities Zhuoran Shen Mingyuan Zhang Haiyu Zhao Shuai Yi Hongsheng Li 42 513 0 04 Dec 2018
From Recognition to Cognition: Visual Commonsense Reasoning Rowan Zellers Yonatan Bisk Ali Farhadi Yejin Choi LRM BDL OCL ReLM 82 868 0 27 Nov 2018
Synergistic Drug Combination Prediction by Integrating Multi-omics Data in Deep Learning Models Tianyu Zhang Liwei Zhang Philip R. O. Payne Fuhai Li 30 96 0 16 Nov 2018
Survey of Computational Approaches to Lexical Semantic Change Nina Tahmasebi L. Borin Adam Jatowt 36 163 0 15 Nov 2018
Extractive Summary as Discrete Latent Variables Aran Komatsuzaki 21 3 0 14 Nov 2018
An Introductory Survey on Attention Mechanisms in NLP Problems Dichao Hu AIMat 27 246 0 12 Nov 2018
Speech Intention Understanding in a Head-final Language: A Disambiguation Utilizing Intonation-dependency Won Ik Cho Hyeon Seung Lee J. Yoon Seokhwan Kim N. Kim 44 5 0 10 Nov 2018
Elastic CRFs for Open-ontology Slot Filling Yinpei Dai Yichi Zhang Hong Liu Zhijian Ou Yanmeng Wang Junlan Feng 35 2 0 04 Nov 2018
Learning to Rank Query Graphs for Complex Question Answering over Knowledge Graphs Gaurav Maheshwari Priyansh Trivedi Denis Lukovnikov Nilesh Chakraborty Asja Fischer Jens Lehmann GNN 26 72 0 02 Nov 2018
Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data Tasks Jason Phang Thibault Févry Samuel R. Bowman 33 467 0 02 Nov 2018
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge Alon Talmor Jonathan Herzig Nicholas Lourie Jonathan Berant RALM 75 1,623 0 02 Nov 2018
On the Generation of Medical Question-Answer Pairs Sheng Shen Yaliang Li Nan Du X. Wu Yusheng Xie Shen Ge Tao Yang Kai Wang Xin-Fang Liang Wei Fan MedIm 18 21 0 01 Nov 2018
Improving Machine Reading Comprehension with General Reading Strategies Kai Sun Dian Yu Dong Yu Claire Cardie AI4CE 24 116 0 31 Oct 2018
A Hitchhiker's Guide On Distributed Training of Deep Neural Networks K. Chahal Manraj Singh Grover Kuntal Dey 3DH OOD 6 53 0 28 Oct 2018
Testing the Generalization Power of Neural Network Models Across NLI Benchmarks Aarne Talman S. Chatzikyriakidis ELM 21 48 0 23 Oct 2018
Compositional Coding Capsule Network with K-Means Routing for Text Classification Hao Ren Hong-wei Lu 24 53 0 22 Oct 2018
pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference Mandar Joshi Eunsol Choi Omer Levy Daniel S. Weld Luke Zettlemoyer CoGe 22 47 0 20 Oct 2018
Large-scale Hierarchical Alignment for Data-driven Text Rewriting Nikola I. Nikolov Richard H. R. Hahnloser 46 7 0 18 Oct 2018
O2A: One-shot Observational learning with Action vectors Leo Pauly Wisdom C. Agboh David C. Hogg R. Fuentes 57 9 0 17 Oct 2018
A Span-Extraction Dataset for Chinese Machine Reading Comprehension Yiming Cui Ting Liu Wanxiang Che Li Xiao Zhipeng Chen Wentao Ma Shijin Wang Guoping Hu 41 182 0 17 Oct 2018
Multi-Source Cross-Lingual Model Transfer: Learning What to Share Xilun Chen Ahmed Hassan Awadallah Hany Hassan Wei Wang Claire Cardie 36 20 0 08 Oct 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 52 670 0 21 Sep 2018
Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension Yichong Xu Xiaodong Liu Yelong Shen Jingjing Liu Jianfeng Gao 23 51 0 18 Sep 2018