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XLNet: Generalized Autoregressive Pretraining for Language Understanding

19 June 2019

Papers citing "XLNet: Generalized Autoregressive Pretraining for Language Understanding"

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WADER at SemEval-2023 Task 9: A Weak-labelling framework for Data augmentation in tExt Regression Tasks Manan Suri Aaryak Garg Divya Chaudhary I. Gorton B. Kumar 49 1 0 05 Mar 2023
TrojText: Test-time Invisible Textual Trojan Insertion Qiang Lou Ye Liu Bo Feng 137 27 0 03 Mar 2023
Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers Tianlong Chen Zhenyu Zhang Ajay Jaiswal Shiwei Liu Zhangyang Wang MoE 116 50 0 02 Mar 2023
Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study Mingxu Tao Yansong Feng Dongyan Zhao CLL KELM 72 10 0 02 Mar 2023
How Robust is GPT-3.5 to Predecessors? A Comprehensive Study on Language Understanding Tasks Xuanting Chen Junjie Ye Can Zu Nuo Xu Rui Zheng Minlong Peng Jie Zhou Tao Gui Qi Zhang Xuanjing Huang AI4MH ELM 69 83 0 01 Mar 2023
H-AES: Towards Automated Essay Scoring for Hindi Shubhankar K. Singh Anirudh Pupneja Shivaansh Mital Cheril Shah Manish Bawkar Lakshman Prasad Gupta Ajit Kumar Yaman Kumar Singla Rushali Gupta R. Shah 73 7 0 28 Feb 2023
Sampled Transformer for Point Sets Shidi Li Christian J. Walder Alexander Soen Lexing Xie Miaomiao Liu 3DPC 72 1 0 28 Feb 2023
HugNLP: A Unified and Comprehensive Library for Natural Language Processing Jiadong Wang Nuo Chen Qiushi Sun Wenkang Huang Chengyu Wang Ming Gao 71 4 0 28 Feb 2023
Full Stack Optimization of Transformer Inference: a Survey Sehoon Kim Coleman Hooper Thanakul Wattanawong Minwoo Kang Ruohan Yan ... Qijing Huang Kurt Keutzer Michael W. Mahoney Y. Shao A. Gholami MQ 163 106 0 27 Feb 2023
Systematic Rectification of Language Models via Dead-end Analysis Mengyao Cao Mehdi Fatemi Jackie C.K. Cheung Samira Shabanian KELM 73 16 0 27 Feb 2023
Hulk: Graph Neural Networks for Optimizing Regionally Distributed Computing Systems Zheng Yuan HU Xue Chaoyun Zhang Yongming Liu GNN AI4CE 39 1 0 27 Feb 2023
Elementwise Language Representation Du-Yeong Kim Jeeeun Kim 67 0 0 27 Feb 2023
HULAT at SemEval-2023 Task 10: Data augmentation for pre-trained transformers applied to the detection of sexism in social media Isabel Segura-Bedmar ViT 39 2 0 24 Feb 2023
Hiding Data Helps: On the Benefits of Masking for Sparse Coding Muthuraman Chidambaram Chenwei Wu Yu Cheng Rong Ge 89 0 0 24 Feb 2023
Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks Bowen Jin Yu Zhang Yu Meng Jiawei Han 97 31 0 21 Feb 2023
Exploring the Limits of Transfer Learning with Unified Model in the Cybersecurity Domain Kuntal Kumar Pal Kazuaki Kashihara Ujjwala Anantheswaran Kirby Kuznia S. Jagtap Chitta Baral AAML 34 3 0 20 Feb 2023
VoxSRC 2022: The Fourth VoxCeleb Speaker Recognition Challenge Jaesung Huh A. Brown Jee-weon Jung Joon Son Chung Arsha Nagrani D. Garcia-Romero Andrew Zisserman 106 26 0 20 Feb 2023
Large-scale Multi-Modal Pre-trained Models: A Comprehensive Survey Tianlin Li Guangyao Chen Guangwu Qian Pengcheng Gao Xiaoyong Wei Yaowei Wang Yonghong Tian Wen Gao AI4CE VLM 157 216 0 20 Feb 2023
Upvotes? Downvotes? No Votes? Understanding the relationship between reaction mechanisms and political discourse on Reddit Orestis Papakyriakopoulos Severin Engelmann Amy A. Winecoff 55 19 0 19 Feb 2023
Learning Language Representations with Logical Inductive Bias Jianshu Chen NAI AI4CE LRM 53 3 0 19 Feb 2023
Multimodal Propaganda Processing Vincent Ng Shengjie Li 107 2 0 17 Feb 2023
Marich: A Query-efficient Distributionally Equivalent Model Extraction Attack using Public Data Pratik Karmakar D. Basu MIACV 89 7 0 16 Feb 2023
Cluster-based Deep Ensemble Learning for Emotion Classification in Internet Memes Xiaoyu Guo Jing Ma A. Zubiaga 69 0 0 16 Feb 2023
Platform-Independent and Curriculum-Oriented Intelligent Assistant for Higher Education Ramteja Sajja Y. Sermet David M. Cwiertny Ibrahim Demir 60 68 0 15 Feb 2023
AbLit: A Resource for Analyzing and Generating Abridged Versions of English Literature Melissa Roemmele Kyle Shaffer Katrina Olsen Yiyi Wang Steve DeNeefe 47 1 0 13 Feb 2023
An Extended Sequence Tagging Vocabulary for Grammatical Error Correction Stuart Mesham Christopher Bryant Marek Rei Zheng Yuan 76 8 0 12 Feb 2023
TextDefense: Adversarial Text Detection based on Word Importance Entropy Lujia Shen Xuhong Zhang S. Ji Yuwen Pu Chunpeng Ge Xing Yang Yanghe Feng AAML 59 8 0 12 Feb 2023
Transformer models: an introduction and catalog X. Amatriain Ananth Sankar Jie Bing Praveen Kumar Bodigutla Timothy J. Hazen Michaeel Kazi 133 53 0 12 Feb 2023
A Reparameterized Discrete Diffusion Model for Text Generation Lin Zheng Jianbo Yuan Lei Yu Lingpeng Kong DiffM 151 70 0 11 Feb 2023
In-Context Learning with Many Demonstration Examples Mukai Li Shansan Gong Jiangtao Feng Yiheng Xu Jinchao Zhang Zhiyong Wu Lingpeng Kong 111 38 0 09 Feb 2023
Zero-Shot Learning for Requirements Classification: An Exploratory Study Waad Alhoshan Alessio Ferrari Liping Zhao VLM 113 41 0 09 Feb 2023
A Large-Scale Analysis of Persian Tweets Regarding Covid-19 Vaccination Taha ShabaniMirzaei Houmaan Chamani Amirhossein Abaskohi Zhivar Sourati Hassan Zadeh B. Bahrak 27 1 0 09 Feb 2023
Training-free Lexical Backdoor Attacks on Language Models Yujin Huang Terry Yue Zhuo Xingliang Yuan Han Hu Lizhen Qu Chunyang Chen SILM 97 46 0 08 Feb 2023
Revisiting Offline Compression: Going Beyond Factorization-based Methods for Transformer Language Models Mohammadreza Banaei Klaudia Bałazy Artur Kasymov R. Lebret Jacek Tabor Karl Aberer OffRL 48 0 0 08 Feb 2023
EvoText: Enhancing Natural Language Generation Models via Self-Escalation Learning for Up-to-Date Knowledge and Improved Performance Zheng Yuan HU Xue Chuxu Zhang Yongming Liu VLM 66 0 0 08 Feb 2023
The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study Yu Zhang Bowen Jin Qi Zhu Yu Meng Jiawei Han 92 20 0 07 Feb 2023
Data Selection for Language Models via Importance Resampling Sang Michael Xie Shibani Santurkar Tengyu Ma Percy Liang 131 196 0 06 Feb 2023
Findings of the TSAR-2022 Shared Task on Multilingual Lexical Simplification Horacio Saggion S. vStajner Daniel Ferrés Kim Cheng Sheang Matthew Shardlow Kai North Marcos Zampieri 58 51 0 06 Feb 2023
Computation vs. Communication Scaling for Future Transformers on Future Hardware Suchita Pati Shaizeen Aga Mahzabeen Islam Nuwan Jayasena Matthew D. Sinclair 51 10 0 06 Feb 2023
Rethinking Out-of-distribution (OOD) Detection: Masked Image Modeling is All You Need Jingyao Li Pengguang Chen Shaozuo Yu Zexin He Shu Liu Jiaya Jia OODD 102 46 0 06 Feb 2023
KDEformer: Accelerating Transformers via Kernel Density Estimation A. Zandieh Insu Han Majid Daliri Amin Karbasi 125 47 0 05 Feb 2023
Knowledge Distillation in Vision Transformers: A Critical Review Gousia Habib Tausifa Jan Saleem Brejesh Lall 98 16 0 04 Feb 2023
Representation Deficiency in Masked Language Modeling Yu Meng Jitin Krishnan Sinong Wang Qifan Wang Yuning Mao Han Fang Marjan Ghazvininejad Jiawei Han Luke Zettlemoyer 149 7 0 04 Feb 2023
A Case Study for Compliance as Code with Graphs and Language Models: Public release of the Regulatory Knowledge Graph V. Ershov 22 5 0 03 Feb 2023
Bioformer: an efficient transformer language model for biomedical text mining Li Fang Qingyu Chen Chih-Hsuan Wei Zhiyong Lu Kai Wang MedIm AI4CE 65 22 0 03 Feb 2023
Detecting Reddit Users with Depression Using a Hybrid Neural Network SBERT-CNN Ziyi Chen Ren Yang S. Fu Nansu Zong Hongfang Liu Ming Huang AI4MH 41 14 0 03 Feb 2023
A Survey of Deep Learning: From Activations to Transformers Johannes Schneider Michalis Vlachos ViT MedIm AI4TS AI4CE 112 10 0 01 Feb 2023
mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video Haiyang Xu Qinghao Ye Mingshi Yan Yaya Shi Jiabo Ye ... Guohai Xu Ji Zhang Songfang Huang Feiran Huang Jingren Zhou MLLM VLM MoE 116 171 0 01 Feb 2023
Protein Representation Learning via Knowledge Enhanced Primary Structure Modeling Hong-Yu Zhou Yunxiang Fu Zhicheng Zhang Cheng Bian Yizhou Yu 90 8 0 30 Jan 2023
Response-act Guided Reinforced Dialogue Generation for Mental Health Counseling Aseem Srivastava Ishan Pandey Md. Shad Akhtar Tanmoy Chakraborty OffRL 75 13 0 30 Jan 2023