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ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

26 September 2019

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Papers citing "ALBERT: A Lite BERT for Self-supervised Learning of Language Representations"

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ZeroQuant: Efficient and Affordable Post-Training Quantization for Large-Scale Transformers Z. Yao Reza Yazdani Aminabadi Minjia Zhang Xiaoxia Wu Conglong Li Yuxiong He VLM MQ 177 484 0 04 Jun 2022
Extreme Compression for Pre-trained Transformers Made Simple and Efficient Xiaoxia Wu Z. Yao Minjia Zhang Conglong Li Yuxiong He MQ 68 31 0 04 Jun 2022
Kallima: A Clean-label Framework for Textual Backdoor Attacks Xiaoyi Chen Yinpeng Dong Zeyu Sun Shengfang Zhai Qingni Shen Zhonghai Wu AAML 49 32 0 03 Jun 2022
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Analysis of Augmentations for Contrastive ECG Representation Learning S. Soltanieh Ali Etemad J. Hashemi SSL 57 19 0 30 May 2022
VLUE: A Multi-Task Benchmark for Evaluating Vision-Language Models Wangchunshu Zhou Yan Zeng Shizhe Diao Xinsong Zhang CoGe VLM 97 13 0 30 May 2022
A Survey in Mathematical Language Processing Jordan Meadows André Freitas AIMat 63 16 0 30 May 2022
From Representation to Reasoning: Towards both Evidence and Commonsense Reasoning for Video Question-Answering Jiangtong Li Li Niu Liqing Zhang 67 53 0 30 May 2022
FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness Tri Dao Daniel Y. Fu Stefano Ermon Atri Rudra Christopher Ré VLM 439 2,297 0 27 May 2022
A Survey on Long-Tailed Visual Recognition Lu Yang He Jiang Q. Song Jun Guo 93 135 0 27 May 2022
Self-supervised Pretraining and Transfer Learning Enable Flu and COVID-19 Predictions in Small Mobile Sensing Datasets Michael Merrill Tim Althoff AI4TS 84 14 0 26 May 2022
Jointly Learning Span Extraction and Sequence Labeling for Information Extraction from Business Documents Nguyen Hong Son Hieu M. Vu Tuan-Anh Dang Nguyen Minh Le Nguyen 72 6 0 26 May 2022
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Rethinking Fano's Inequality in Ensemble Learning Terufumi Morishita Gaku Morio Shota Horiguchi Hiroaki Ozaki N. Nukaga FedML 35 3 0 25 May 2022
Evaluating the Diversity, Equity and Inclusion of NLP Technology: A Case Study for Indian Languages Simran Khanuja Sebastian Ruder Partha P. Talukdar 130 20 0 25 May 2022
TAGPRIME: A Unified Framework for Relational Structure Extraction I-Hung Hsu Kuan-Hao Huang Shuning Zhang Wen-Huang Cheng Premkumar Natarajan Kai-Wei Chang Nanyun Peng 64 14 0 25 May 2022
VulBERTa: Simplified Source Code Pre-Training for Vulnerability Detection Hazim Hanif S. Maffeis 129 113 0 25 May 2022
Toward Understanding Bias Correlations for Mitigation in NLP Lu Cheng Suyu Ge Huan Liu 72 9 0 24 May 2022
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems Elias Stengel-Eskin Emmanouil Antonios Platanios Adam Pauls Sam Thomson Hao Fang Benjamin Van Durme J. Eisner Yu-Chuan Su 73 2 0 24 May 2022
From Easy to Hard: Two-stage Selector and Reader for Multi-hop Question Answering Xin-Yi Li Weixian Lei Yubin Yang RALM 143 23 0 24 May 2022
SelfReformer: Self-Refined Network with Transformer for Salient Object Detection Y. Yun Weisi Lin ViT 124 29 0 23 May 2022
UnifieR: A Unified Retriever for Large-Scale Retrieval Tao Shen Xiubo Geng Chongyang Tao Can Xu Guodong Long Kai Zhang Daxin Jiang RALM 72 29 0 23 May 2022
Prompt Tuning for Discriminative Pre-trained Language Models Yuan Yao Bowen Dong Ao Zhang Zhengyan Zhang Ruobing Xie Zhiyuan Liu Leyu Lin Maosong Sun Jianyong Wang VLM 80 34 0 23 May 2022
Artificial intelligence for topic modelling in Hindu philosophy: mapping themes between the Upanishads and the Bhagavad Gita Rohitash Chandra Mukul Ranjan AI4CE 58 13 0 23 May 2022
Life after BERT: What do Other Muppets Understand about Language? Vladislav Lialin Kevin Zhao Namrata Shivagunde Anna Rumshisky 110 6 0 21 May 2022
Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Understanding Abbas Ghaddar Yimeng Wu Sunyam Bagga Ahmad Rashid Khalil Bibi ... Zhefeng Wang Baoxing Huai Xin Jiang Qun Liu Philippe Langlais 65 7 0 21 May 2022
Self-Supervised Speech Representation Learning: A Review Abdel-rahman Mohamed Hung-yi Lee Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin ... Shang-Wen Li Karen Livescu Lars Maaløe Tara N. Sainath Shinji Watanabe SSL AI4TS 287 368 0 21 May 2022
Calibration of Natural Language Understanding Models with Venn--ABERS Predictors Patrizio Giovannotti 126 7 0 21 May 2022
Improvements to Self-Supervised Representation Learning for Masked Image Modeling Jia-ju Mao Xuesong Yin Yuan Chang Honggu Zhou SSL 47 1 0 21 May 2022
Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection Luca Di Liello Siddhant Garg Luca Soldaini Alessandro Moschitti 71 17 0 20 May 2022
Visually-Augmented Language Modeling Weizhi Wang Li Dong Hao Cheng Haoyu Song Xiaodong Liu Xifeng Yan Jianfeng Gao Furu Wei VLM 89 18 0 20 May 2022
Beyond the Granularity: Multi-Perspective Dialogue Collaborative Selection for Dialogue State Tracking Jinyu Guo Kai Shuang Jijie Li Zihan Wang Yixuan Liu 60 17 0 20 May 2022
Exploring Extreme Parameter Compression for Pre-trained Language Models Yuxin Ren Benyou Wang Lifeng Shang Xin Jiang Qun Liu 80 19 0 20 May 2022
KERPLE: Kernelized Relative Positional Embedding for Length Extrapolation Ta-Chung Chi Ting-Han Fan Peter J. Ramadge Alexander I. Rudnicky 98 73 0 20 May 2022
Can Foundation Models Wrangle Your Data? A. Narayan Ines Chami Laurel J. Orr Simran Arora Christopher Ré LMTD AI4CE 239 231 0 20 May 2022
MiDAS: Multi-integrated Domain Adaptive Supervision for Fake News Detection Abhijit Suprem C. Pu 115 7 0 19 May 2022
RankGen: Improving Text Generation with Large Ranking Models Kalpesh Krishna Yapei Chang John Wieting Mohit Iyyer AIMat 79 69 0 19 May 2022
Two-Step Question Retrieval for Open-Domain QA Yeon Seonwoo Juhee Son Jiho Jin Sang-Woo Lee Ji-Hoon Kim Jung-Woo Ha Alice Oh RALM LRM 56 5 0 19 May 2022
Transformers as Neural Augmentors: Class Conditional Sentence Generation via Variational Bayes M. Bilici M. Amasyalı ViT 59 2 0 19 May 2022
ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval Yuxiang Lu Yiding Liu Jiaxiang Liu Yunsheng Shi Zhengjie Huang ... Hao Tian Hua Wu Shuaiqiang Wang D. Yin Haifeng Wang 166 60 0 18 May 2022
Regex in a Time of Deep Learning: The Role of an Old Technology in Age Discrimination Detection in Job Advertisements Ann Pillar Kyrill Poelmans Martha Larson 13 4 0 18 May 2022
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training Xinyu Pi Wanjun Zhong Yan Gao Nan Duan Jian-Guang Lou NAI GAN LRM AI4CE 87 16 0 18 May 2022
PASH at TREC 2021 Deep Learning Track: Generative Enhanced Model for Multi-stage Ranking Yixuan Qiao Hao Chen Jun Wang Yongquan Lai Tuozhen Liu ... Xin Tang Rui Fang Peng Gao Wenfeng Xie Guotong Xie 51 1 0 18 May 2022
An Evaluation Framework for Legal Document Summarization Ankan Mullick Abhilash Nandy M. Kapadnis Sohan Patnaik R. Raghav Roshni Kar AILaw ELM 18 7 0 17 May 2022
A Fast Attention Network for Joint Intent Detection and Slot Filling on Edge Devices Liang Huang Senjie Liang Feiyang Ye Nan Gao 93 4 0 16 May 2022