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
How Language-Neutral is Multilingual BERT? Jindrich Libovický Rudolf Rosa Alexander Fraser 21 115 0 08 Nov 2019
Not Enough Data? Deep Learning to the Rescue! Ateret Anaby-Tavor Boaz Carmeli Esther Goldbraich Amir Kantor George Kour Segev Shlomov N. Tepper Naama Zwerdling 27 366 0 08 Nov 2019
Pretrained Language Models for Document-Level Neural Machine Translation Liangyou Li Xin Jiang Qun Liu 31 19 0 08 Nov 2019
Relation Adversarial Network for Low Resource Knowledge Graph Completion Ningyu Zhang Shumin Deng Zhanlin Sun Jiaoayan Chen Wei Zhang Huajun Chen 24 71 0 08 Nov 2019
What Would Elsa Do? Freezing Layers During Transformer Fine-Tuning Jaejun Lee Raphael Tang Jimmy J. Lin 34 121 0 08 Nov 2019
Contrastive Multi-document Question Generation W. Cho Yizhe Zhang Sudha Rao Asli Celikyilmaz Chenyan Xiong Jianfeng Gao Mengdi Wang Bill Dolan SyDa 27 28 0 08 Nov 2019
Certified Data Removal from Machine Learning Models Chuan Guo Tom Goldstein Awni Y. Hannun Laurens van der Maaten MU 52 420 0 08 Nov 2019
Why Do Masked Neural Language Models Still Need Common Sense Knowledge? Sunjae Kwon Cheongwoong Kang Jiyeon Han Jaesik Choi 19 16 0 08 Nov 2019
The TechQA Dataset Vittorio Castelli Rishav Chakravarti Saswati Dana Anthony Ferritto Radu Florian ... Andrzej Sakrajda Avirup Sil Rosario A. Uceda-Sosa T. Ward Rong Zhang 24 45 0 08 Nov 2019
Blockwise Self-Attention for Long Document Understanding J. Qiu Hao Ma Omer Levy Scott Yih Sinong Wang Jie Tang 11 252 0 07 Nov 2019
Probing Contextualized Sentence Representations with Visual Awareness Zhuosheng Zhang Rui Wang Kehai Chen Masao Utiyama Eiichiro Sumita Hai Zhao 14 2 0 07 Nov 2019
Contextualized Sparse Representations for Real-Time Open-Domain Question Answering Jinhyuk Lee Minjoon Seo Hannaneh Hajishirzi Jaewoo Kang RALM LRM 21 31 0 07 Nov 2019
Dice Loss for Data-imbalanced NLP Tasks Xiaoya Li Xiaofei Sun Yuxian Meng Junjun Liang Fei Wu Jiwei Li 50 569 0 07 Nov 2019
Multi-domain Dialogue State Tracking as Dynamic Knowledge Graph Enhanced Question Answering Li Zhou Kevin Small 25 85 0 07 Nov 2019
Enhancing Pre-trained Chinese Character Representation with Word-aligned Attention Yanzeng Li Yu Bowen Mengge Xue Tingwen Liu 27 26 0 07 Nov 2019
S2ORC: The Semantic Scholar Open Research Corpus Kyle Lo Lucy Lu Wang Mark Neumann Rodney Michael Kinney Daniel S. Weld OffRL AI4CE 47 10 0 07 Nov 2019
Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs Houyu Zhang Zhenghao Liu Chenyan Xiong Zhiyuan Liu 41 146 0 07 Nov 2019
Feedback-Based Self-Learning in Large-Scale Conversational AI Agents Pragaash Ponnusamy Alireza Roshan-Ghias Chenlei Guo R. Sarikaya 21 60 0 06 Nov 2019
MLPerf Inference Benchmark Vijayarāghava Reḍḍī C. Cheng David Kanter Pete H Mattson Guenther Schmuelling ... Bing Yu George Y. Yuan Aaron Zhong P. Zhang Yuchen Zhou 31 488 0 06 Nov 2019
Hierarchical Contextualized Representation for Named Entity Recognition Ying Luo Fengshun Xiao Zhao Hai 35 129 0 06 Nov 2019
Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks Pavan Kapanipathi Veronika Thost S. Patel Spencer Whitehead Ibrahim Abdelaziz ... R. Chulaka Gunasekara B. Makni Nicholas Mattei Kartik Talamadupula Achille Fokoue 42 45 0 05 Nov 2019
Coreference Resolution as Query-based Span Prediction Wei Wu Fei Wang Arianna Yuan Fei Wu Jiwei Li LRM 36 180 0 05 Nov 2019
High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks Ruben Villegas Arkanath Pathak Harini Kannan D. Erhan Quoc V. Le Honglak Lee VGen 22 136 0 05 Nov 2019
Assessing Social and Intersectional Biases in Contextualized Word Representations Y. Tan Elisa Celis FaML 27 224 0 04 Nov 2019
On the Linguistic Representational Power of Neural Machine Translation Models Yonatan Belinkov Nadir Durrani Fahim Dalvi Hassan Sajjad James R. Glass MILM 33 69 0 01 Nov 2019
Deep Bidirectional Transformers for Relation Extraction without Supervision Yannis Papanikolaou Ian Roberts Andrea Pierleoni ViT 17 21 0 01 Nov 2019
When Choosing Plausible Alternatives, Clever Hans can be Clever Pride Kavumba Naoya Inoue Benjamin Heinzerling Keshav Singh Paul Reisert Kentaro Inui 24 51 0 01 Nov 2019
Generalization through Memorization: Nearest Neighbor Language Models Urvashi Khandelwal Omer Levy Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 86 820 0 01 Nov 2019
Dreaddit: A Reddit Dataset for Stress Analysis in Social Media Elsbeth Turcan Kathleen McKeown 29 111 0 31 Oct 2019
ALERT: Accurate Learning for Energy and Timeliness Chengcheng Wan M. Santriaji E. Rogers H. Hoffmann Michael Maire Shan Lu AI4CE 48 40 0 31 Oct 2019
TAB-VCR: Tags and Attributes based Visual Commonsense Reasoning Baselines Jingxiang Lin Unnat Jain Alex Schwing LRM ReLM 37 9 0 31 Oct 2019
Adversarial NLI: A New Benchmark for Natural Language Understanding Yixin Nie Adina Williams Emily Dinan Joey Tianyi Zhou Jason Weston Douwe Kiela 51 980 0 31 Oct 2019
Document-level Neural Machine Translation with Associated Memory Network Shu Jiang Rui Wang Z. Li Masao Utiyama Kehai Chen Eiichiro Sumita Hai Zhao Bao-Liang Lu 29 2 0 31 Oct 2019
Multi-Stage Document Ranking with BERT Rodrigo Nogueira Wei Yang Kyunghyun Cho Jimmy J. Lin 26 386 0 31 Oct 2019
Transfer Learning from Transformers to Fake News Challenge Stance Detection (FNC-1) Task Valeriya Slovikovskaya 24 41 0 31 Oct 2019
LIMIT-BERT : Linguistic Informed Multi-Task BERT Junru Zhou Zhuosheng Zhang Hai Zhao Shuailiang Zhang 30 37 0 31 Oct 2019
A neural document language modeling framework for spoken document retrieval Li-Phen Yen Zheng-Yu Wu Kuan-Yu Chen 3DGS 22 0 0 31 Oct 2019
Harnessing the linguistic signal to predict scalar inferences Sebastian Schuster Yuxing Chen Judith Degen 24 33 0 31 Oct 2019
Discourse-Aware Neural Extractive Text Summarization Jiacheng Xu Zhe Gan Yu Cheng Jingjing Liu BDL 43 278 0 30 Oct 2019
Towards Generalizable Neuro-Symbolic Systems for Commonsense Question Answering Kaixin Ma Jonathan M Francis Quanyang Lu Eric Nyberg A. Oltramari NAI 21 89 0 30 Oct 2019
Learning Deterministic Weighted Automata with Queries and Counterexamples Gail Weiss Yoav Goldberg Eran Yahav TPM 26 45 0 30 Oct 2019
Phenotyping of Clinical Notes with Improved Document Classification Models Using Contextualized Neural Language Models Andriy Mulyar Elliot Schumacher Masoud Rouhizadeh Mark Dredze 24 39 0 30 Oct 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 41 10,635 0 29 Oct 2019
Weakly-Supervised Deep Learning for Domain Invariant Sentiment Classification Pratik Kayal M. Singh Pawan Goyal 30 4 0 29 Oct 2019
Findings of the Third Workshop on Neural Generation and Translation Hiroaki Hayashi Yusuke Oda Alexandra Birch Ioannis Konstas A. Finch Minh-Thang Luong Graham Neubig Katsuhito Sudoh 30 30 0 29 Oct 2019
DEPA: Self-Supervised Audio Embedding for Depression Detection Pingyue Zhang Mengyue Wu Heinrich Dinkel Kai Yu 27 51 0 29 Oct 2019
Transformer-Transducer: End-to-End Speech Recognition with Self-Attention Ching-Feng Yeh Jay Mahadeokar Kaustubh Kalgaonkar Yongqiang Wang Duc Le Mahaveer Jain Kjell Schubert Christian Fuegen M. Seltzer 27 148 0 28 Oct 2019
Evaluating the Factual Consistency of Abstractive Text Summarization Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher HILM 45 728 0 28 Oct 2019
Learning Data Manipulation for Augmentation and Weighting Zhiting Hu Bowen Tan Ruslan Salakhutdinov Tom Michael Mitchell Eric Xing 29 116 0 28 Oct 2019
A BERT-Based Transfer Learning Approach for Hate Speech Detection in Online Social Media Marzieh Mozafari R. Farahbakhsh Noel Crespi 22 344 0 28 Oct 2019