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
VISTANet: VIsual Spoken Textual Additive Net for Interpretable Multimodal Emotion Recognition Puneet Kumar Sarthak Malik Balasubramanian Raman Xiaobai Li 49 2 0 24 Aug 2022
Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers Jathurshan Pradeepkumar Mithunjha Anandakumar Vinith Kugathasan Dhinesh Suntharalingham S. L. Kappel A. D. Silva Chamira U. S. Edussooriya 36 31 0 15 Aug 2022
Multi-Step Deductive Reasoning Over Natural Language: An Empirical Study on Out-of-Distribution Generalisation Qiming Bao A. Peng Tim Hartill N. Tan Zhenyun Deng Michael Witbrock Jiamou Liu ReLM OOD NAI LRM 42 13 0 28 Jul 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 69 14 0 11 Jun 2022
Efficient Self-supervised Vision Pretraining with Local Masked Reconstruction Jun Chen Ming Hu Boyang Albert Li Mohamed Elhoseiny 63 36 0 01 Jun 2022
Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation Li Mingzhe Xiexiong Lin Preslav Nakov Jinxiong Chang Qishen Zhang ... Taifeng Wang Zhongyi Liu Wei Chu Dongyan Zhao Rui Yan 58 11 0 26 May 2022
New Intent Discovery with Pre-training and Contrastive Learning Yuwei Zhang Haode Zhang Li-Ming Zhan Albert Y.S. Lam Albert Y. S. Lam SSL VLM 64 42 0 25 May 2022
Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds Yu Zhang Yu Meng Xuan Wang Sheng Wang Jiawei Han 78 14 0 04 May 2022
Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability Yoshinari Fujinuma Jordan L. Boyd-Graber Katharina Kann AAML 69 23 0 21 Mar 2022
Are You Robert or RoBERTa? Deceiving Online Authorship Attribution Models Using Neural Text Generators Keenan I. Jones Jason R. C. Nurse Shujun Li DeLMO 36 19 0 18 Mar 2022
Hyperdecoders: Instance-specific decoders for multi-task NLP Hamish Ivison Matthew E. Peters AI4CE 51 20 0 15 Mar 2022
Differential equation and probability inspired graph neural networks for latent variable learning Zhuangwei Shi 29 3 0 28 Feb 2022
Vision-Language Pre-Training with Triple Contrastive Learning Jinyu Yang Jiali Duan Son N. Tran Yi Xu Sampath Chanda Liqun Chen Belinda Zeng Trishul Chilimbi Junzhou Huang VLM 60 290 0 21 Feb 2022
CLIP-Adapter: Better Vision-Language Models with Feature Adapters Peng Gao Shijie Geng Renrui Zhang Teli Ma Rongyao Fang Yongfeng Zhang Hongsheng Li Yu Qiao VLM CLIP 111 1,009 0 09 Oct 2021
Transformer-based deep imitation learning for dual-arm robot manipulation Heecheol Kim Yoshiyuki Ohmura Yasuo Kuniyoshi 40 48 0 01 Aug 2021
TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up Yi Ding Shiyu Chang Zhangyang Wang ViT 43 389 0 14 Feb 2021
Representation Matters: Offline Pretraining for Sequential Decision Making Mengjiao Yang Ofir Nachum SSL OffRL 35 119 0 11 Feb 2021
EfficientQA : a RoBERTa Based Phrase-Indexed Question-Answering System Sofian Chaybouti Achraf Saghe A. Shabou RALM 52 8 0 06 Jan 2021
Pretrained Language Models for Dialogue Generation with Multiple Input Sources Yu Cao Wei Bi Meng Fang Dacheng Tao 33 29 0 15 Oct 2020
How Have We Reacted To The COVID-19 Pandemic? Analyzing Changing Indian Emotions Through The Lens of Twitter Rajdeep Mukherjee S. Poddar Atharva Naik Soham Dasgupta 29 5 0 20 Aug 2020
Towards a Decomposable Metric for Explainable Evaluation of Text Generation from AMR Juri Opitz Anette Frank 76 35 0 20 Aug 2020
S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization Kun Zhou Haibo Wang Wayne Xin Zhao Yutao Zhu Sirui Wang Fuzheng Zhang Zhongyuan Wang Ji-Rong Wen 43 797 0 18 Aug 2020
VizCommender: Computing Text-Based Similarity in Visualization Repositories for Content-Based Recommendations Michael Oppermann R. Kincaid T. Munzner 49 44 0 18 Aug 2020
MIDAS: Multi-agent Interaction-aware Decision-making with Adaptive Strategies for Urban Autonomous Navigation Xiaoyi Chen Pratik Chaudhari 46 4 0 17 Aug 2020
Computer-Generated Music for Tabletop Role-Playing Games Lucas N. Ferreira Levi H. S. Lelis E. Whitehead 50 43 0 16 Aug 2020
DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification Libo Qin Wanxiang Che Yangming Li Minheng Ni Ting Liu 42 94 0 16 Aug 2020
DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis Ming Tao Hao Tang Fei Wu Xiaoyuan Jing Bingkun Bao Changsheng Xu 54 211 0 13 Aug 2020
The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models Ian Tenney James Wexler Jasmijn Bastings Tolga Bolukbasi Andy Coenen ... Ellen Jiang Mahima Pushkarna Carey Radebaugh Emily Reif Ann Yuan VLM 63 192 0 12 Aug 2020
An Automated, End-to-End Framework for Modeling Attacks From Vulnerability Descriptions Hodaya Binyamini Ron Bitton Masaki Inokuchi T. Yagyu Yuval Elovici A. Shabtai 43 11 0 10 Aug 2020
FireBERT: Hardening BERT-based classifiers against adversarial attack Gunnar Mein Kevin Hartman Andrew Morris SILM AAML 39 0 0 10 Aug 2020
Pretraining Techniques for Sequence-to-Sequence Voice Conversion Wen-Chin Huang Tomoki Hayashi Yi-Chiao Wu Hirokazu Kameoka Tomoki Toda 39 39 0 07 Aug 2020
Match $^2$ : A Matching over Matching Model for Similar Question Identification Zizhen Wang Yixing Fan Jiafeng Guo Liu Yang Ruqing Zhang Yanyan Lan Xueqi Cheng Hui Jiang Xiaozhao Wang 65 15 0 21 Jun 2020
Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness Jeremiah Zhe Liu Zi Lin Shreyas Padhy Dustin Tran Tania Bedrax-Weiss Balaji Lakshminarayanan UQCV BDL 60 443 0 17 Jun 2020
CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization A. Esteva Anuprit Kale Romain Paulus Kazuma Hashimoto Wenpeng Yin Dragomir R. Radev R. Socher 55 64 0 17 Jun 2020
Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming Itay Hubara Yury Nahshan Y. Hanani Ron Banner Daniel Soudry MQ 49 124 0 14 Jun 2020
Ensemble Distillation for Robust Model Fusion in Federated Learning Tao R. Lin Lingjing Kong Sebastian U. Stich Martin Jaggi FedML 28 1,026 0 12 Jun 2020
Ansor: Generating High-Performance Tensor Programs for Deep Learning Lianmin Zheng Chengfan Jia Minmin Sun Zhao Wu Cody Hao Yu ... Jun Yang Danyang Zhuo Koushik Sen Joseph E. Gonzalez Ion Stoica 72 386 0 11 Jun 2020
Revisiting Few-sample BERT Fine-tuning Tianyi Zhang Felix Wu Arzoo Katiyar Kilian Q. Weinberger Yoav Artzi 51 444 0 10 Jun 2020
AMEIR: Automatic Behavior Modeling, Interaction Exploration and MLP Investigation in the Recommender System Pengyu Zhao Kecheng Xiao Yuanxing Zhang Kaigui Bian Wei Yan 33 16 0 10 Jun 2020
TableQA: a Large-Scale Chinese Text-to-SQL Dataset for Table-Aware SQL Generation Ningyuan Sun Xuefeng Yang Yunfeng Liu LMTD 29 34 0 10 Jun 2020
DeepVar: An End-to-End Deep Learning Approach for Genomic Variant Recognition in Biomedical Literature Chaoran Cheng Fei Tan Zhi Wei 35 7 0 05 Jun 2020
IMUTube: Automatic Extraction of Virtual on-body Accelerometry from Video for Human Activity Recognition Hyeokhyen Kwon C. Tong H. Haresamudram Yan Gao G. Abowd Nicholas D. Lane Thomas Ploetz 33 83 0 29 May 2020
An Effective Transition-based Model for Discontinuous NER Xiang Dai Sarvnaz Karimi Ben Hachey Cécile Paris BDL MU MedIm 35 79 0 28 Apr 2020
Fine-tuning Multi-hop Question Answering with Hierarchical Graph Network Guanming Xiong 36 0 0 20 Apr 2020
Neuroevolution of Self-Interpretable Agents Yujin Tang Duong Nguyen David R Ha 41 111 0 18 Mar 2020
Transformer Networks for Trajectory Forecasting Francesco Giuliari Irtiza Hasan Marco Cristani Fabio Galasso 120 375 0 18 Mar 2020
PowerNorm: Rethinking Batch Normalization in Transformers Sheng Shen Z. Yao A. Gholami Michael W. Mahoney Kurt Keutzer BDL 29 16 0 17 Mar 2020
PO-EMO: Conceptualization, Annotation, and Modeling of Aesthetic Emotions in German and English Poetry T. Haider Steffen Eger Evgeny Kim Roman Klinger Winfried Menninghaus 21 32 0 17 Mar 2020
Recent Advances and Challenges in Task-oriented Dialog System Zheng Zhang Ryuichi Takanobu Qi Zhu Minlie Huang Xiaoyan Zhu LLMAG 74 176 0 17 Mar 2020
Review-guided Helpful Answer Identification in E-commerce Wenxuan Zhang Wai Lam Yang Deng Jing Ma 38 20 0 13 Mar 2020