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 / 18,599 papers shown

Title
A Surprisingly Robust Trick for Winograd Schema Challenge Vid Kocijan Ana-Maria Cretu Oana-Maria Camburu Yordan Yordanov Thomas Lukasiewicz 26 101 0 15 May 2019
BERT Rediscovers the Classical NLP Pipeline Ian Tenney Dipanjan Das Ellie Pavlick MILM SSeg 50 1,445 0 15 May 2019
Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation Loïc Vial Benjamin Lecouteux D. Schwab 16 90 0 14 May 2019
Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation Ning Dai Jianze Liang Xipeng Qiu Xuanjing Huang DRL 16 202 0 14 May 2019
Entity-Relation Extraction as Multi-Turn Question Answering Xiaoya Li Fan Yin Zijun Sun Xiayu Li Arianna Yuan Duo Chai Mingxin Zhou Jiwei Li 35 346 0 14 May 2019
PatentBERT: Patent Classification with Fine-Tuning a pre-trained BERT Model Jieh-Sheng Lee J. Hsiang 19 93 0 14 May 2019
A Review of Keyphrase Extraction Eirini Papagiannopoulou Grigorios Tsoumakas 21 166 0 13 May 2019
Almost Unsupervised Text to Speech and Automatic Speech Recognition Yi Ren Xu Tan Tao Qin Sheng Zhao Zhou Zhao Tie-Yan Liu 44 101 0 13 May 2019
Synchronous Bidirectional Neural Machine Translation Long Zhou Jiajun Zhang Chengqing Zong 22 106 0 13 May 2019
A logical-based corpus for cross-lingual evaluation Felipe Salvatore Marcelo Finger R. Hirata 21 1 0 10 May 2019
Deep Unsupervised Cardinality Estimation Zongheng Yang Eric Liang Amog Kamsetty Chenggang Wu Yan Duan Peter Chen Pieter Abbeel J. M. Hellerstein S. Krishnan Ion Stoica 29 203 0 10 May 2019
Language Modeling with Deep Transformers Kazuki Irie Albert Zeyer Ralf Schluter Hermann Ney KELM 46 171 0 10 May 2019
Improving Discrete Latent Representations With Differentiable Approximation Bridges Jason Ramapuram Russ Webb DRL 19 9 0 09 May 2019
Unified Language Model Pre-training for Natural Language Understanding and Generation Li Dong Nan Yang Wenhui Wang Furu Wei Xiaodong Liu Yu-Chiang Frank Wang Jianfeng Gao M. Zhou H. Hon ELM AI4CE 80 1,551 0 08 May 2019
Show, Price and Negotiate: A Negotiator with Online Value Look-Ahead Amin Parvaneh Ehsan Abbasnejad Qi Wu Javen Qinfeng Shi Anton van den Hengel OffRL 29 5 0 07 May 2019
Neural Architecture Refinement: A Practical Way for Avoiding Overfitting in NAS Yangzhou Jiang Cong Zhao Zeyang Dou Lei Pang 14 5 0 07 May 2019
Taming Pretrained Transformers for Extreme Multi-label Text Classification Wei-Cheng Chang Hsiang-Fu Yu Kai Zhong Yiming Yang Inderjit Dhillon 27 20 0 07 May 2019
Investigating the Successes and Failures of BERT for Passage Re-Ranking Harshith Padigela Hamed Zamani W. Bruce Croft 27 47 0 05 May 2019
Learning to Denoise Distantly-Labeled Data for Entity Typing Yasumasa Onoe Greg Durrett 32 57 0 04 May 2019
ASER: A Large-scale Eventuality Knowledge Graph Hongming Zhang Xin Liu Haojie Pan Yangqiu Song C. Leung SLR 32 159 0 01 May 2019
Deep Learning for Audio Signal Processing Hendrik Purwins Yue Liu Tuomas Virtanen Jan Schlüter Shuo-yiin Chang Tara N. Sainath VLM 34 587 0 30 Apr 2019
Very Deep Self-Attention Networks for End-to-End Speech Recognition Ngoc-Quan Pham T. Nguyen Jan Niehues Markus Müller Sebastian Stüker A. Waibel 28 161 0 30 Apr 2019
Segmentation is All You Need Zehua Cheng Yuxiang Wu Zhenghua Xu Thomas Lukasiewicz Weiyan Wang 33 20 0 30 Apr 2019
Towards Efficient Model Compression via Learned Global Ranking Ting-Wu Chin Ruizhou Ding Cha Zhang Diana Marculescu 16 170 0 28 Apr 2019
Improved Conditional VRNNs for Video Prediction Lluis Castrejon Nicolas Ballas Aaron Courville VGen DRL 23 161 0 27 Apr 2019
TVQA+: Spatio-Temporal Grounding for Video Question Answering Jie Lei Licheng Yu Tamara L. Berg Joey Tianyi Zhou 31 227 0 25 Apr 2019
Probing What Different NLP Tasks Teach Machines about Function Word Comprehension Najoung Kim Roma Patel Adam Poliak Alex Jinpeng Wang Patrick Xia ... Alexis Ross Tal Linzen Benjamin Van Durme Samuel R. Bowman Ellie Pavlick 28 106 0 25 Apr 2019
Tetra-Tagging: Word-Synchronous Parsing with Linear-Time Inference Nikita Kitaev Dan Klein 38 21 0 22 Apr 2019
Understanding Roles and Entities: Datasets and Models for Natural Language Inference Arindam Mitra Ishan Shrivastava Chitta Baral 28 2 0 22 Apr 2019
Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring Samuel Humeau Kurt Shuster Marie-Anne Lachaux Jason Weston 35 280 0 22 Apr 2019
Improving Multi-Task Deep Neural Networks via Knowledge Distillation for Natural Language Understanding Xiaodong Liu Pengcheng He Weizhu Chen Jianfeng Gao FedML 13 181 0 20 Apr 2019
Language Models with Transformers Chenguang Wang Mu Li Alex Smola 20 121 0 20 Apr 2019
Mask-Predict: Parallel Decoding of Conditional Masked Language Models Marjan Ghazvininejad Omer Levy Yinhan Liu Luke Zettlemoyer MoE 27 35 0 19 Apr 2019
An Evaluation of Transfer Learning for Classifying Sales Engagement Emails at Large Scale Yong Liu Pavel A. Dmitriev Yifei Huang Andrew Brooks Li Dong 21 4 0 19 Apr 2019
ERNIE: Enhanced Representation through Knowledge Integration Yu Sun Shuohuan Wang Yukun Li Shikun Feng Xuyi Chen Han Zhang Xin Tian Danxiang Zhu Hao Tian Hua Wu 79 895 0 19 Apr 2019
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT Shijie Wu Mark Dredze VLM SSeg 44 670 0 19 Apr 2019
Evaluating the Underlying Gender Bias in Contextualized Word Embeddings Christine Basta Marta R. Costa-jussá Noe Casas 27 189 0 18 Apr 2019
DocBERT: BERT for Document Classification Ashutosh Adhikari Achyudh Ram Raphael Tang Jimmy J. Lin LLMAG VLM 15 296 0 17 Apr 2019
Document Expansion by Query Prediction Rodrigo Nogueira Wei Yang Jimmy J. Lin Kyunghyun Cho 54 408 0 17 Apr 2019
Amobee at SemEval-2019 Tasks 5 and 6: Multiple Choice CNN Over Contextual Embedding A. Rozental Dadi Biton 17 14 0 17 Apr 2019
Natural Language Semantics With Pictures: Some Language & Vision Datasets and Potential Uses for Computational Semantics David Schlangen 33 6 0 15 Apr 2019
Pre-training of Context-aware Item Representation for Next Basket Recommendation Jingxuan Yang Jun Xu Jianzhuo Tong Sheng Gao Jun Guo Jirong Wen 15 7 0 14 Apr 2019
Membership Inference Attacks on Sequence-to-Sequence Models: Is My Data In Your Machine Translation System? Sorami Hisamoto Matt Post Kevin Duh MIACV SLR 36 106 0 11 Apr 2019
Deep Neural Networks Ensemble for Detecting Medication Mentions in Tweets D. Weissenbacher A. Sarker A. Klein K. O’Connor Arjun Magge Ranganatha G. Gonzalez-Hernandez 21 47 0 10 Apr 2019
Jointly Measuring Diversity and Quality in Text Generation Models Ehsan Montahaei Danial Alihosseini M. Baghshah 27 76 0 08 Apr 2019
UM-IU@LING at SemEval-2019 Task 6: Identifying Offensive Tweets Using BERT and SVMs Jian Zhu Zuoyu Tian Sandra Kübler VLM 27 39 0 06 Apr 2019
Evaluating Coherence in Dialogue Systems using Entailment Nouha Dziri Ehsan Kamalloo K. Mathewson Osmar Zaiane 14 94 0 06 Apr 2019
Publicly Available Clinical BERT Embeddings Emily Alsentzer John R. Murphy Willie Boag W. Weng Di Jin Tristan Naumann Matthew B. A. McDermott AI4MH 48 1,932 0 06 Apr 2019
Gender Bias in Contextualized Word Embeddings Jieyu Zhao Tianlu Wang Mark Yatskar Ryan Cotterell Vicente Ordonez Kai-Wei Chang FaML 42 417 0 05 Apr 2019
PoMo: Generating Entity-Specific Post-Modifiers in Context Jun Seok Kang IV RobertL.Logan Zewei Chu Yang Chen Dheeru Dua Kevin Gimpel Sameer Singh Niranjan Balasubramanian 34 11 0 05 Apr 2019