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 / 19,144 papers shown

Title
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning Yichi Zhang Zhijian Ou Huixin Wang Junlan Feng RALM 31 67 0 17 Sep 2020
Code-switching pre-training for neural machine translation Zhen Yang Bojie Hu Ambyera Han Shen Huang Qi Ju 32 71 0 17 Sep 2020
Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning Bingbing Li Zhenglun Kong Tianyun Zhang Ji Li Zechao Li Hang Liu Caiwen Ding VLM 34 64 0 17 Sep 2020
Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis Xiaoyu Xing Zhijing Jin Di Jin Bingning Wang Qi Zhang Xuanjing Huang CoGe 21 44 0 16 Sep 2020
Transformer Based Multi-Source Domain Adaptation Dustin Wright Isabelle Augenstein 32 53 0 16 Sep 2020
GLUCOSE: GeneraLized and COntextualized Story Explanations N. Mostafazadeh Aditya Kalyanpur Lori Moon David W. Buchanan Lauren Berkowitz Or Biran Jennifer Chu-Carroll 32 121 0 16 Sep 2020
Automated Source Code Generation and Auto-completion Using Deep Learning: Comparing and Discussing Current Language-Model-Related Approaches Juan Cruz-Benito Sanjay Vishwakarma Francisco Martín-Fernández Ismael Faro Ibm Quantum 27 31 0 16 Sep 2020
SelfAugment: Automatic Augmentation Policies for Self-Supervised Learning Colorado Reed Sean L. Metzger A. Srinivas Trevor Darrell Kurt Keutzer SSL 33 49 0 16 Sep 2020
Detecting Cross-Modal Inconsistency to Defend Against Neural Fake News Reuben Tan Bryan A. Plummer Kate Saenko AAML 26 72 0 16 Sep 2020
Reasoning about Goals, Steps, and Temporal Ordering with WikiHow Li Zhang Qing Lyu Chris Callison-Burch ReLM LRM 32 86 0 16 Sep 2020
Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMT Alexandra Chronopoulou Dario Stojanovski Alexander Fraser 21 33 0 16 Sep 2020
UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation Jian Guan Minlie Huang 29 69 0 16 Sep 2020
Answering Any-hop Open-domain Questions with Iterative Document Reranking Ping Nie Yuyu Zhang Arun Ramamurthy Le Song 33 20 0 16 Sep 2020
Grounded Adaptation for Zero-shot Executable Semantic Parsing Victor Zhong M. Lewis Sida I. Wang Luke Zettlemoyer 46 99 0 16 Sep 2020
Multi-span Style Extraction for Generative Reading Comprehension Junjie Yang Zhuosheng Zhang Hai Zhao SyDa 24 14 0 15 Sep 2020
Evaluating representations by the complexity of learning low-loss predictors William F. Whitney M. Song David Brandfonbrener Jaan Altosaar Kyunghyun Cho 33 23 0 15 Sep 2020
Augmented Natural Language for Generative Sequence Labeling Ben Athiwaratkun Cicero Nogueira dos Santos Jason Krone Bing Xiang VLM 24 61 0 15 Sep 2020
BERT-QE: Contextualized Query Expansion for Document Re-ranking Zhi Zheng Kai Hui Xianpei Han Xianpei Han Le Sun Andrew Yates 27 93 0 15 Sep 2020
Critical Thinking for Language Models Gregor Betz Christian Voigt Kyle Richardson SyDa ReLM LRM AI4CE 31 35 0 15 Sep 2020
Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product Tiangang Zhu Yue Wang Haoran Li Youzheng Wu Xiaodong He Bowen Zhou 27 69 0 15 Sep 2020
It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners Timo Schick Hinrich Schütze 62 958 0 15 Sep 2020
MLMLM: Link Prediction with Mean Likelihood Masked Language Model Louis Clouâtre P. Trempe Amal Zouaq Sarath Chandar 25 43 0 15 Sep 2020
Global-aware Beam Search for Neural Abstractive Summarization Ye Ma Zixun Lan Lu Zong Kaizhu Huang 28 12 0 15 Sep 2020
MatScIE: An automated tool for the generation of databases of methods and parameters used in the computational materials science literature Souradip Guha Ankan Mullick Jatin Agrawal Swetarekha Ram Samir Ghui Seung-Cheol Lee S. Bhattacharjee Pawan Goyal 21 15 0 15 Sep 2020
Efficient Transformers: A Survey Yi Tay Mostafa Dehghani Dara Bahri Donald Metzler VLM 123 1,105 0 14 Sep 2020
GeDi: Generative Discriminator Guided Sequence Generation Ben Krause Akhilesh Deepak Gotmare Bryan McCann N. Keskar Shafiq Joty R. Socher Nazneen Rajani 56 393 0 14 Sep 2020
A Systematic Literature Review on the Use of Deep Learning in Software Engineering Research Cody Watson Nathan Cooper David Nader-Palacio Kevin Moran Denys Poshyvanyk 31 111 0 14 Sep 2020
Beyond Accuracy: ROI-driven Data Analytics of Empirical Data Gouri Deshpande Guenther Ruhe 6 6 0 14 Sep 2020
Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues Ruijian Xu Chongyang Tao Daxin Jiang Xueliang Zhao Dongyan Zhao Rui Yan 37 70 0 14 Sep 2020
Contrastive Triple Extraction with Generative Transformer Hongbin Ye Ningyu Zhang Shumin Deng Mosha Chen Chuanqi Tan Fei Huang Huajun Chen 22 128 0 14 Sep 2020
On Robustness and Bias Analysis of BERT-based Relation Extraction Luoqiu Li Xiang Chen Hongbin Ye Zhen Bi Shumin Deng Ningyu Zhang Huajun Chen 53 18 0 14 Sep 2020
SCOUTER: Slot Attention-based Classifier for Explainable Image Recognition Liangzhi Li Bowen Wang Manisha Verma Yuta Nakashima R. Kawasaki Hajime Nagahara OCL 23 49 0 14 Sep 2020
Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding Shuohang Wang Luowei Zhou Zhe Gan Yen-Chun Chen Yuwei Fang S. Sun Yu Cheng Jingjing Liu 48 28 0 13 Sep 2020
Cosine meets Softmax: A tough-to-beat baseline for visual grounding N. Rufus U. R. Nair K. M. Krishna Vineet Gandhi 27 13 0 13 Sep 2020
DualDE: Dually Distilling Knowledge Graph Embedding for Faster and Cheaper Reasoning Yushan Zhu Wen Zhang Yin Hua Hui Chen Xu-Xin Cheng Wei Zhang Huajun Chen Zhejiang University 27 27 0 13 Sep 2020
Differentially Private Language Models Benefit from Public Pre-training Gavin Kerrigan Dylan Slack Jens Tuyls 24 56 0 13 Sep 2020
Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge Kai Sun Dian Yu Jianshu Chen Dong Yu Claire Cardie 38 12 0 12 Sep 2020
CIA_NITT at WNUT-2020 Task 2: Classification of COVID-19 Tweets Using Pre-trained Language Models Yandrapati Prakash Babu Eswari Rajagopal 31 9 0 12 Sep 2020
Abstractive Information Extraction from Scanned Invoices (AIESI) using End-to-end Sequential Approach Shreeshiv Patel Dvijesh N Bhatt 30 11 0 12 Sep 2020
Improving Indonesian Text Classification Using Multilingual Language Model Ilham Firdausi Putra Ayu Purwarianti 18 7 0 12 Sep 2020
Alfie: An Interactive Robot with a Moral Compass Cigdem Turan P. Schramowski Constantin Rothkopf Kristian Kersting LM&Ro 16 0 0 11 Sep 2020
UPB at SemEval-2020 Task 11: Propaganda Detection with Domain-Specific Trained BERT Andrei Paraschiv Dumitru-Clementin Cercel M. Dascalu 19 17 0 11 Sep 2020
Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization Qi Zhu Carl Yang Yidan Xu Haonan Wang Chao Zhang Jiawei Han 50 117 0 11 Sep 2020
Sparsifying Transformer Models with Trainable Representation Pooling Michal Pietruszka Łukasz Borchmann Lukasz Garncarek 28 10 0 10 Sep 2020
FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding Yuwei Fang Shuohang Wang Zhe Gan S. Sun Jingjing Liu VLM 28 58 0 10 Sep 2020
Rank over Class: The Untapped Potential of Ranking in Natural Language Processing Amir Atapour-Abarghouei Stephen Bonner A. Mcgough 28 4 0 10 Sep 2020
Multi-Task Learning with Deep Neural Networks: A Survey M. Crawshaw CVBM 58 610 0 10 Sep 2020
Investigating Gender Bias in BERT Rishabh Bhardwaj Navonil Majumder Soujanya Poria 33 106 0 10 Sep 2020
Multi-Hop Fact Checking of Political Claims W. Ostrowski Arnav Arora Pepa Atanasova Isabelle Augenstein LRM 27 39 0 10 Sep 2020
Brain2Word: Decoding Brain Activity for Language Generation Nicolas Affolter Béni Egressy Damian Pascual Roger Wattenhofer 16 23 0 10 Sep 2020