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 / 14,226 papers shown

Title
Learning Visual-Semantic Embeddings for Reporting Abnormal Findings on Chest X-rays Jianmo Ni Chun-Nan Hsu Amilcare Gentili Julian McAuley MedIm 16 30 0 06 Oct 2020
Efficient One-Pass End-to-End Entity Linking for Questions Belinda Z. Li Sewon Min Srini Iyer Yashar Mehdad Wen-tau Yih 17 141 0 06 Oct 2020
Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning Yi Yang Arzoo Katiyar NAI 20 61 0 06 Oct 2020
VisualWordGrid: Information Extraction From Scanned Documents Using A Multimodal Approach Mohamed Kerroumi Othmane Sayem A. Shabou 11 21 0 05 Oct 2020
InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective Boxin Wang Shuohang Wang Yu Cheng Zhe Gan R. Jia Bo-wen Li Jingjing Liu AAML 38 113 0 05 Oct 2020
Deep Anomaly Detection by Residual Adaptation Lucas Deecke Lukas Ruff Robert A. Vandermeulen Hakan Bilen UQCV 23 4 0 05 Oct 2020
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification F. López Michael Strube 13 28 0 05 Oct 2020
X-SRL: A Parallel Cross-Lingual Semantic Role Labeling Dataset Angel Daza Anette Frank 6 30 0 05 Oct 2020
Learning from Context or Names? An Empirical Study on Neural Relation Extraction Hao Peng Tianyu Gao Xu Han Yankai Lin Peng Li Zhiyuan Liu Maosong Sun Jie Zhou 11 200 0 05 Oct 2020
Linguistic Profiling of a Neural Language Model Alessio Miaschi D. Brunato F. Dell’Orletta Giulia Venturi 23 46 0 05 Oct 2020
PMI-Masking: Principled masking of correlated spans Yoav Levine Barak Lenz Opher Lieber Omri Abend Kevin Leyton-Brown Moshe Tennenholtz Y. Shoham 11 72 0 05 Oct 2020
How Effective is Task-Agnostic Data Augmentation for Pretrained Transformers? Shayne Longpre Yu Wang Christopher DuBois ViT 17 83 0 05 Oct 2020
Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models Thuy-Trang Vu Dinh Q. Phung Gholamreza Haffari 6 24 0 05 Oct 2020
On Losses for Modern Language Models Stephane Aroca-Ouellette Frank Rudzicz 6 33 0 04 Oct 2020
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels Ilias Chalkidis Manos Fergadiotis Sotiris Kotitsas Prodromos Malakasiotis Nikolaos Aletras Ion Androutsopoulos VLM AI4TS 10 84 0 04 Oct 2020
A Survey of Unsupervised Dependency Parsing Wenjuan Han Yong-jia Jiang Hwee Tou Ng Kewei Tu SSL 21 10 0 04 Oct 2020
Multi-turn Response Selection using Dialogue Dependency Relations Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu Haifeng Tang 19 45 0 04 Oct 2020
Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space Dayiheng Liu Yeyun Gong Jie Fu Yu Yan Jiusheng Chen Jiancheng Lv Nan Duan M. Zhou 10 37 0 04 Oct 2020
GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems Shiquan Yang Rui Zhang S. Erfani 11 60 0 04 Oct 2020
A Geometry-Inspired Attack for Generating Natural Language Adversarial Examples Zhao Meng Roger Wattenhofer GAN AAML 19 32 0 03 Oct 2020
Personality Trait Detection Using Bagged SVM over BERT Word Embedding Ensembles Amirmohammad Kazameini S. Fatehi Yash Mehta Sauleh Eetemadi Erik Cambria 8 55 0 03 Oct 2020
Differentially Private Representation for NLP: Formal Guarantee and An Empirical Study on Privacy and Fairness Lingjuan Lyu Xuanli He Yitong Li 12 89 0 03 Oct 2020
Multi-domain Clinical Natural Language Processing with MedCAT: the Medical Concept Annotation Toolkit Z. Kraljevic Thomas Searle Anthony Shek Lukasz Roguski Kawsar Noor ... A. Shah W. K. Wong Zina M. Ibrahim J. Teo Richard J. B. Dobson AI4MH 12 159 0 02 Oct 2020
Cost-effective Selection of Pretraining Data: A Case Study of Pretraining BERT on Social Media Xiang Dai Sarvnaz Karimi Ben Hachey Cécile Paris 11 35 0 02 Oct 2020
Accelerating Convergence of Replica Exchange Stochastic Gradient MCMC via Variance Reduction Wei Deng Qi Feng G. Karagiannis Guang Lin F. Liang 14 8 0 02 Oct 2020
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention Ikuya Yamada Akari Asai Hiroyuki Shindo Hideaki Takeda Yuji Matsumoto 22 662 0 02 Oct 2020
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale Andreas Rucklé Jonas Pfeiffer Iryna Gurevych 14 37 0 02 Oct 2020
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems Fei Mi Liangwei Chen Mengjie Zhao Minlie Huang Boi Faltings CLL KELM 17 68 0 02 Oct 2020
Remote Sensing Image Scene Classification with Self-Supervised Paradigm under Limited Labeled Samples Chao Tao Ji Qi Weipeng Lu Hao Wang Haifeng Li SSL 13 100 0 02 Oct 2020
Data Transfer Approaches to Improve Seq-to-Seq Retrosynthesis Katsuhiko Ishiguro K. Ujihara R. Sawada Hirotaka Akita Masaaki Kotera 22 6 0 02 Oct 2020
Enriching Word Embeddings with Temporal and Spatial Information Hongyu Gong S. Bhat Pramod Viswanath 14 12 0 02 Oct 2020
How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds Prithviraj Ammanabrolu Jack Urbanek Margaret Li Arthur Szlam Tim Rocktaschel Jason Weston LM&Ro 13 44 0 01 Oct 2020
Beyond The Text: Analysis of Privacy Statements through Syntactic and Semantic Role Labeling Yan Shvartzshnaider Ananth Balashankar Vikas Patidar Thomas Wies L. Subramanian 19 4 0 01 Oct 2020
Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers Hanjie Chen Yangfeng Ji AAML VLM 13 62 0 01 Oct 2020
Predicting User Engagement Status for Online Evaluation of Intelligent Assistants Rui Meng Zhen Yue A. Glass 13 2 0 01 Oct 2020
Understanding Self-supervised Learning with Dual Deep Networks Yuandong Tian Lantao Yu Xinlei Chen Surya Ganguli SSL 13 78 0 01 Oct 2020
A Survey on Explainability in Machine Reading Comprehension Mokanarangan Thayaparan Marco Valentino André Freitas FaML 12 50 0 01 Oct 2020
Detecting White Supremacist Hate Speech using Domain Specific Word Embedding with Deep Learning and BERT Hind S. Alatawi Areej M. Alhothali K. Moria 17 85 0 01 Oct 2020
CoLAKE: Contextualized Language and Knowledge Embedding Tianxiang Sun Yunfan Shao Xipeng Qiu Qipeng Guo Yaru Hu Xuanjing Huang Zheng-Wei Zhang KELM 18 181 0 01 Oct 2020
Phonemer at WNUT-2020 Task 2: Sequence Classification Using COVID Twitter BERT and Bagging Ensemble Technique based on Plurality Voting Anshul Wadhawan 14 7 0 01 Oct 2020
RefVOS: A Closer Look at Referring Expressions for Video Object Segmentation Míriam Bellver Carles Ventura Carina Silberer Ioannis V. Kazakos Jordi Torres Xavier Giró-i-Nieto VOS 21 32 0 01 Oct 2020
RRF102: Meeting the TREC-COVID Challenge with a 100+ Runs Ensemble Michael Bendersky Honglei Zhuang Ji Ma Shuguang Han Keith B. Hall Ryan T. McDonald 19 16 0 01 Oct 2020
Examining the rhetorical capacities of neural language models Zining Zhu Chuer Pan Mohamed Abdalla Frank Rudzicz 28 10 0 01 Oct 2020
CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models Nikita Nangia Clara Vania Rasika Bhalerao Samuel R. Bowman 6 641 0 30 Sep 2020
Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning Yuning Mao Yanru Qu Yiqing Xie Xiang Ren Jiawei Han AI4TS 15 45 0 30 Sep 2020
Rethinking Attention with Performers K. Choromanski Valerii Likhosherstov David Dohan Xingyou Song Andreea Gane ... Afroz Mohiuddin Lukasz Kaiser David Belanger Lucy J. Colwell Adrian Weller 8 1,517 0 30 Sep 2020
Learning Object Detection from Captions via Textual Scene Attributes Achiya Jerbi Roei Herzig Jonathan Berant Gal Chechik Amir Globerson 22 21 0 30 Sep 2020
Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks Yoonho Boo Sungho Shin Jungwook Choi Wonyong Sung MQ 14 29 0 30 Sep 2020
Towards a Multi-modal, Multi-task Learning based Pre-training Framework for Document Representation Learning Subhojeet Pramanik Shashank Mujumdar Hima Patel 11 31 0 30 Sep 2020
Stock2Vec: A Hybrid Deep Learning Framework for Stock Market Prediction with Representation Learning and Temporal Convolutional Network Xing Wang Yijun Wang Bin Weng Aleksandr Vinel AIFin AI4TS 19 11 0 29 Sep 2020