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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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Title
SemEval-2020 Task 5: Counterfactual Recognition Xiaoyu Yang Stephen Obadinma Huasha Zhao Qiong Zhang Stan Matwin Xiao-Dan Zhu 70 42 0 02 Aug 2020
A Survey on Text Classification: From Shallow to Deep Learning Qian Li Hao Peng Jianxin Li Congyin Xia Renyu Yang Lichao Sun Philip S. Yu Lifang He VLM 174 359 0 02 Aug 2020
Trojaning Language Models for Fun and Profit Xinyang Zhang Zheng Zhang Shouling Ji Ting Wang SILM AAML 98 140 0 01 Aug 2020
SemEval-2020 Task 7: Assessing Humor in Edited News Headlines Nabil Hossain John Krumm Michael Gamon Henry A. Kautz 75 73 0 01 Aug 2020
Multi-node Bert-pretraining: Cost-efficient Approach Jiahuang Lin Xuelong Li Gennady Pekhimenko 54 13 0 01 Aug 2020
TweepFake: about Detecting Deepfake Tweets T. Fagni Fabrizio Falchi Margherita Gambini Antonio Martella Maurizio Tesconi 116 228 0 31 Jul 2020
On Learning Universal Representations Across Languages Xiangpeng Wei Rongxiang Weng Yue Hu Luxi Xing Heng Yu Weihua Luo SSL VLM 110 87 0 31 Jul 2020
Explainable Prediction of Text Complexity: The Missing Preliminaries for Text Simplification Cristina Garbacea Mengtian Guo Samuel Carton Qiaozhu Mei 60 28 0 31 Jul 2020
Language Modelling for Source Code with Transformer-XL Thomas D. Dowdell Hongyu Zhang 57 8 0 31 Jul 2020
Artificial Intelligence in the Battle against Coronavirus (COVID-19): A Survey and Future Research Directions Thanh Thi Nguyen Quoc Viet Hung Nguyen Dung Nguyen Samuel Yang Peter W. Eklund Thien Huynh-The Thanh Tam Nguyen Quoc-Viet Pham Imran Razzak Edbert B. Hsu 91 192 0 30 Jul 2020
Text-based classification of interviews for mental health -- juxtaposing the state of the art J. Wouts 31 1 0 29 Jul 2020
Composer Style Classification of Piano Sheet Music Images Using Language Model Pretraining T. Tsai Kevin Ji VLM 47 18 0 29 Jul 2020
Deep Learning Brasil -- NLP at SemEval-2020 Task 9: Overview of Sentiment Analysis of Code-Mixed Tweets Manoel Veríssimo dos Santos Neto Ayrton Amaral Nádia Félix F. da Silva A. S. Soares 23 4 0 28 Jul 2020
ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and Explanation Qiang Zhao Siyu Tao Jie Zhou Linlin Wang Xin Lin Liang He 86 8 0 28 Jul 2020
Emotion Correlation Mining Through Deep Learning Models on Natural Language Text Xinzhi Wang Luyao Kou V. Sugumaran Xiangfeng Luo Hui Zhang 65 64 0 28 Jul 2020
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 616 2,109 0 28 Jul 2020
Defining and Evaluating Fair Natural Language Generation C. Yeo A. Chen 80 24 0 28 Jul 2020
Detecting Transaction-based Tax Evasion Activities on Social Media Platforms Using Multi-modal Deep Neural Networks Lelin Zhang Xi Nan Eva Huang Sidong Liu 13 3 0 27 Jul 2020
Public Sentiment Toward Solar Energy: Opinion Mining of Twitter Using a Transformer-Based Language Model Serena Y Kim K. Ganesan P. Dickens S. Panda 68 60 0 27 Jul 2020
FiSSA at SemEval-2020 Task 9: Fine-tuned For Feelings Bertelt Braaksma R. Scholtens Stan van Suijlekom Remy Wang Ahmet Üstün 63 3 0 24 Jul 2020
IDS at SemEval-2020 Task 10: Does Pre-trained Language Model Know What to Emphasize? Jaeyoul Shin Taeuk Kim Sang-goo Lee 42 1 0 24 Jul 2020
Multi-task learning for natural language processing in the 2020s: where are we going? Joseph Worsham Jugal Kalita AIMat 73 81 0 22 Jul 2020
XD at SemEval-2020 Task 12: Ensemble Approach to Offensive Language Identification in Social Media Using Transformer Encoders Xiangjue Dong Jinho Choi 52 1 0 21 Jul 2020
IITK-RSA at SemEval-2020 Task 5: Detecting Counterfactuals Anirudh Ojha Rohin Garg Shashank Gupta Ashutosh Modi 34 6 0 21 Jul 2020
CS-NET at SemEval-2020 Task 4: Siamese BERT for ComVE S. Dash Sandeep K. Routray P. Varshney Ashutosh Modi 58 3 0 21 Jul 2020
IITK at SemEval-2020 Task 10: Transformers for Emphasis Selection Vipul Singhal Sahil Dhull Rishabh Agarwal Ashutosh Modi 68 6 0 21 Jul 2020
Conformer-Kernel with Query Term Independence for Document Retrieval Bhaskar Mitra Sebastian Hofstatter Hamed Zamani Nick Craswell 61 21 0 20 Jul 2020
OnlineAugment: Online Data Augmentation with Less Domain Knowledge Zhiqiang Tang Yunhe Gao Leonid Karlinsky P. Sattigeri Rogerio Feris Dimitris N. Metaxas 65 58 0 17 Jul 2020
Compositional Generalization in Semantic Parsing: Pre-training vs. Specialized Architectures Daniel Furrer Marc van Zee Nathan Scales Nathanael Scharli CoGe 97 114 0 17 Jul 2020
Investigating Pretrained Language Models for Graph-to-Text Generation Leonardo F. R. Ribeiro Martin Schmitt Hinrich Schütze Iryna Gurevych 104 218 0 16 Jul 2020
COBE: Contextualized Object Embeddings from Narrated Instructional Video Gedas Bertasius Lorenzo Torresani 70 24 0 14 Jul 2020
Energy-based View of Retrosynthesis Ruoxi Sun H. Dai Li Li S. Kearnes Bo Dai 87 39 0 14 Jul 2020
Deep Transformer based Data Augmentation with Subword Units for Morphologically Rich Online ASR Balázs Tarján György Szaszák Tibor Fegyó P. Mihajlik 48 3 0 14 Jul 2020
Learning Reasoning Strategies in End-to-End Differentiable Proving Pasquale Minervini Sebastian Riedel Pontus Stenetorp Edward Grefenstette Tim Rocktaschel LRM 145 96 0 13 Jul 2020
ProtTrans: Towards Cracking the Language of Life's Code Through Self-Supervised Deep Learning and High Performance Computing Ahmed Elnaggar M. Heinzinger Christian Dallago Ghalia Rehawi Yu Wang ... Tamas B. Fehér Christoph Angerer Martin Steinegger D. Bhowmik B. Rost DRL 89 969 0 13 Jul 2020
Sparse Graph to Sequence Learning for Vision Conditioned Long Textual Sequence Generation Aditya Mogadala Marius Mosbach Dietrich Klakow VLM 365 0 0 12 Jul 2020
TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech Andy T. Liu Shang-Wen Li Hung-yi Lee SSL 175 361 0 12 Jul 2020
HyperGrid: Efficient Multi-Task Transformers with Grid-wise Decomposable Hyper Projections Yi Tay Zhe Zhao Dara Bahri Donald Metzler Da-Cheng Juan 66 9 0 12 Jul 2020
Neural Composition: Learning to Generate from Multiple Models Denis Filimonov R. Gadde Ariya Rastrow 28 3 0 10 Jul 2020
Multi-Dialect Arabic BERT for Country-Level Dialect Identification Bashar Talafha Mohammad Ali Muhy Eddin Za'ter Haitham Seelawi Ibraheem Tuffaha Mostafa Samir Wael Farhan Hussein T. Al-Natsheh 61 53 0 10 Jul 2020
Variable Skipping for Autoregressive Range Density Estimation Eric Liang Zongheng Yang Ion Stoica Pieter Abbeel Yan Duan Xi Chen 110 4 0 10 Jul 2020
DeepSinger: Singing Voice Synthesis with Data Mined From the Web Yi Ren Xu Tan Tao Qin Jian Luan Zhou Zhao Tie-Yan Liu 112 73 0 09 Jul 2020
Alleviating the Burden of Labeling: Sentence Generation by Attention Branch Encoder-Decoder Network Tadashi Ogura A. Magassouba K. Sugiura Tsubasa Hirakawa Takayoshi Yamashita H. Fujiyoshi Hisashi Kawai 50 11 0 09 Jul 2020
Best-First Beam Search Clara Meister Tim Vieira Ryan Cotterell 76 71 0 08 Jul 2020
Continual BERT: Continual Learning for Adaptive Extractive Summarization of COVID-19 Literature Jongjin Park CLL 63 16 0 07 Jul 2020
LMVE at SemEval-2020 Task 4: Commonsense Validation and Explanation using Pretraining Language Model Shilei Liu Yu Guo Bochao Li Feiliang Ren LRM 81 4 0 06 Jul 2020
CORD19STS: COVID-19 Semantic Textual Similarity Dataset Xiao Guo H. Mirzaalian Ekraam Sabir Aysush Jaiswal Wael AbdAlmageed 56 33 0 05 Jul 2020
Pretrained Generalized Autoregressive Model with Adaptive Probabilistic Label Clusters for Extreme Multi-label Text Classification Hui Ye Zhiyu Zoey Chen Da-han Wang Brian D. Davison VLM 77 51 0 05 Jul 2020
EmotionGIF-Yankee: A Sentiment Classifier with Robust Model Based Ensemble Methods Wei-Yao Wang Kai-Shiang Chang Yu-Chien Tang 23 4 0 05 Jul 2020
Text Data Augmentation: Towards better detection of spear-phishing emails Mehdi Regina Maxime Meyer S. Goutal 72 18 0 04 Jul 2020