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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
Boosting Retailer Revenue by Generated Optimized Combined Multiple Digital Marketing Campaigns Yafei Xu Tian Xie Yu Zhang 25 1 0 09 Sep 2020
Probabilistic Predictions of People Perusing: Evaluating Metrics of Language Model Performance for Psycholinguistic Modeling Sophie Hao S. Mendelsohn Rachel Sterneck Randi Martinez Robert Frank 41 48 0 08 Sep 2020
LynyrdSkynyrd at WNUT-2020 Task 2: Semi-Supervised Learning for Identification of Informative COVID-19 English Tweets Abhilasha Sancheti Kushal Chawla Gaurav Verma 16 3 0 08 Sep 2020
Robust Conversational AI with Grounded Text Generation Jianfeng Gao Baolin Peng Chunyuan Li Jinchao Li Shahin Shayandeh Lars Liden H. Shum 76 21 0 07 Sep 2020
Scaling up Differentially Private Deep Learning with Fast Per-Example Gradient Clipping Jaewoo Lee Daniel Kifer 88 57 0 07 Sep 2020
Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding Sahar Abdelnabi Mario Fritz WaLM 90 152 0 07 Sep 2020
UIT-HSE at WNUT-2020 Task 2: Exploiting CT-BERT for Identifying COVID-19 Information on the Twitter Social Network Khiem Vinh Tran Hao Phu Phan Kiet Van Nguyen Ngan Luu-Thuy Nguyen 68 8 0 07 Sep 2020
E-BERT: A Phrase and Product Knowledge Enhanced Language Model for E-commerce Denghui Zhang Zixuan Yuan Yanchi Liu Fuzhen Zhuang Haifeng Chen Hui Xiong 84 34 0 07 Sep 2020
BANANA at WNUT-2020 Task 2: Identifying COVID-19 Information on Twitter by Combining Deep Learning and Transfer Learning Models Tin Van Huynh Luan Thanh Nguyen Son T. Luu 29 3 0 06 Sep 2020
QiaoNing at SemEval-2020 Task 4: Commonsense Validation and Explanation system based on ensemble of language model Pai Liu LRM 66 6 0 06 Sep 2020
MIDAS at SemEval-2020 Task 10: Emphasis Selection using Label Distribution Learning and Contextual Embeddings Sarthak Anand Pradyumna Gupta Hemant Yadav Debanjan Mahata Rakesh Gosangi Haimin Zhang R. Shah 30 3 0 06 Sep 2020
Recent Trends in the Use of Deep Learning Models for Grammar Error Handling Mina Naghshnejad Tarun Joshi V. Nair VLM 43 6 0 04 Sep 2020
A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and Reports Yikuan Li Hanyin Wang Yuan Luo 70 67 0 03 Sep 2020
ASTRAL: Adversarial Trained LSTM-CNN for Named Entity Recognition Jiuniu Wang Wenjia Xu Xingyu Fu Guangluan Xu Yirong Wu 50 58 0 02 Sep 2020
On SkipGram Word Embedding Models with Negative Sampling: Unified Framework and Impact of Noise Distributions Ziqiao Wang Yongyi Mao Hongyu Guo Richong Zhang SyDa 32 1 0 02 Sep 2020
Active Contrastive Learning of Audio-Visual Video Representations Shuang Ma Zhaoyang Zeng Daniel J. McDuff Yale Song VLM SSL 60 8 0 31 Aug 2020
Langevin Cooling for Domain Translation Vignesh Srinivasan Klaus-Robert Muller Wojciech Samek Shinichi Nakajima 74 1 0 31 Aug 2020
Zero-Resource Knowledge-Grounded Dialogue Generation Linxiao Li Can Xu Wei Wu Yufan Zhao Xueliang Zhao Chongyang Tao 99 72 0 29 Aug 2020
Rethinking the Objectives of Extractive Question Answering Martin Fajcik Josef Jon Pavel Smrz 99 12 0 28 Aug 2020
A Dataset and Baselines for Visual Question Answering on Art Noa Garcia Chentao Ye Zihua Liu Qingtao Hu Mayu Otani Chenhui Chu Yuta Nakashima Teruko Mitamura CoGe 57 56 0 28 Aug 2020
Language Models as Emotional Classifiers for Textual Conversations Connor T. Heaton David M. Schwartz 41 6 0 27 Aug 2020
A Fast and Robust BERT-based Dialogue State Tracker for Schema-Guided Dialogue Dataset Vahid Noroozi Yang Zhang Evelina Bakhturina Tomasz Kornuta 47 16 0 27 Aug 2020
Entity and Evidence Guided Relation Extraction for DocRED Kevin Huang Guangtao Wang Tengyu Ma Jing Huang 71 9 0 27 Aug 2020
GREEK-BERT: The Greeks visiting Sesame Street John Koutsikakis Ilias Chalkidis Prodromos Malakasiotis Ion Androutsopoulos 80 92 0 27 Aug 2020
A Survey of Evaluation Metrics Used for NLG Systems Ananya B. Sai Akash Kumar Mohankumar Mitesh M. Khapra ELM 99 237 0 27 Aug 2020
Improvement of a dedicated model for open domain persona-aware dialogue generation Qiang Han 49 0 0 27 Aug 2020
Relation/Entity-Centric Reading Comprehension Takeshi Onishi 28 0 0 27 Aug 2020
AMBERT: A Pre-trained Language Model with Multi-Grained Tokenization Xinsong Zhang Pengshuai Li Hang Li 95 52 0 27 Aug 2020
A Multitask Deep Learning Approach for User Depression Detection on Sina Weibo Yiding Wang Zhenyi Wang Chenghao Li Yilin Zhang Haizhou Wang 40 20 0 26 Aug 2020
What is being transferred in transfer learning? Behnam Neyshabur Hanie Sedghi Chiyuan Zhang 152 530 0 26 Aug 2020
Inno at SemEval-2020 Task 11: Leveraging Pure Transformer for Multi-Class Propaganda Detection D. Grigorev V. Ivanov 21 2 0 26 Aug 2020
Conceptualized Representation Learning for Chinese Biomedical Text Mining Ningyu Zhang Qianghuai Jia Kangping Yin Liang Dong Feng Gao Nengwei Hua OOD 82 68 0 25 Aug 2020
End to End Dialogue Transformer Ondrej Mekota Memduh Gökirmak Petr Laitoch 30 1 0 24 Aug 2020
Matching Guided Distillation Kaiyu Yue Jiangfan Deng Feng Zhou 53 50 0 23 Aug 2020
Do Syntax Trees Help Pre-trained Transformers Extract Information? Devendra Singh Sachan Yuhao Zhang Peng Qi William L. Hamilton 50 79 0 20 Aug 2020
Transformer based Multilingual document Embedding model Wei Li Brian Mak 121 6 0 19 Aug 2020
MEANTIME: Mixture of Attention Mechanisms with Multi-temporal Embeddings for Sequential Recommendation S. Cho Eunhyeok Park S. Yoo AI4TS 36 70 0 19 Aug 2020
A Survey of Active Learning for Text Classification using Deep Neural Networks Christopher Schröder A. Niekler 83 101 0 17 Aug 2020
Adaptable Multi-Domain Language Model for Transformer ASR Taewoo Lee Min-Joong Lee Tae Gyoon Kang Seokyeong Jung Minseok Kwon ... Ho-Gyeong Kim Jiseung Jeong Jihyun Lee Hosik Lee Y. S. Choi 56 18 0 14 Aug 2020
Prosody Learning Mechanism for Speech Synthesis System Without Text Length Limit Zhen Zeng Jianzong Wang Ning Cheng Jing Xiao 61 8 0 13 Aug 2020
Variance-reduced Language Pretraining via a Mask Proposal Network Liang Chen SSL 58 8 0 12 Aug 2020
Compression of Deep Learning Models for Text: A Survey Manish Gupta Puneet Agrawal VLM MedIm AI4CE 79 119 0 12 Aug 2020
Evaluating the Impact of Knowledge Graph Context on Entity Disambiguation Models I. Mulang' Kuldeep Singh Chaitali Prabhu Abhishek Nadgeri Johannes Hoffart Jens Lehmann 105 56 0 12 Aug 2020
Hybrid Ranking Network for Text-to-SQL Qin Lyu K. Chakrabarti Shobhit Hathi Souvik Kundu Jianwen Zhang Zheng Chen AIMat 68 85 0 11 Aug 2020
Distilling the Knowledge of BERT for Sequence-to-Sequence ASR Hayato Futami Hirofumi Inaguma Sei Ueno Masato Mimura S. Sakai Tatsuya Kawahara 78 53 0 09 Aug 2020
SemEval-2020 Task 8: Memotion Analysis -- The Visuo-Lingual Metaphor! Chhavi Sharma Deepesh Bhageria W. Scott Srinivas Pykl A. Das Tanmoy Chakraborty Viswanath Pulabaigari Björn Gambäck 92 180 0 09 Aug 2020
SemEval-2020 Task 10: Emphasis Selection for Written Text in Visual Media Amirreza Shirani Franck Dernoncourt Nedim Lipka P. Asente J. Echevarria Thamar Solorio 51 21 0 07 Aug 2020
ConvBERT: Improving BERT with Span-based Dynamic Convolution Zihang Jiang Weihao Yu Daquan Zhou Yunpeng Chen Jiashi Feng Shuicheng Yan 135 163 0 06 Aug 2020
Effective Transfer Learning for Identifying Similar Questions: Matching User Questions to COVID-19 FAQs Clara H. McCreery Namit Katariya A. Kannan Manish Chablani X. Amatriain MedIm OOD 57 76 0 04 Aug 2020
NLPDove at SemEval-2020 Task 12: Improving Offensive Language Detection with Cross-lingual Transfer Hwijeen Ahn Jimin Sun Chan Young Park Jungyun Seo 72 26 0 04 Aug 2020