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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
SelfKG: Self-Supervised Entity Alignment in Knowledge Graphs Xiao Liu Haoyun Hong Xinghao Wang Zeyi Chen Evgeny Kharlamov Yuxiao Dong Jie Tang SSL 94 73 0 02 Mar 2022
PKGM: A Pre-trained Knowledge Graph Model for E-commerce Application Wen Zhang Chi-Man Wong Ganqinag Ye Bo Wen Hongting Zhou Wei Zhang Hua-zeng Chen 47 0 0 02 Mar 2022
Two-Level Supervised Contrastive Learning for Response Selection in Multi-Turn Dialogue Wentao Zhang Shuangyin Xu Haoran Huang 73 2 0 01 Mar 2022
E-LANG: Energy-Based Joint Inferencing of Super and Swift Language Models Mohammad Akbari Amin Banitalebi-Dehkordi Yong Zhang 69 8 0 01 Mar 2022
Improving Performance of Automated Essay Scoring by using back-translation essays and adjusted scores You-Jin Jong Yong-Jin Kim Ok-Chol Ri 50 7 0 01 Mar 2022
Semantic Sentence Composition Reasoning for Multi-Hop Question Answering Qianglong Chen LRM 62 2 0 01 Mar 2022
TraceNet: Tracing and Locating the Key Elements in Sentiment Analysis Qinghua Zhao Shuai Ma 46 0 0 28 Feb 2022
COMPASS: a Creative Support System that Alerts Novelists to the Unnoticed Missing Contents Yusuke Mori Hiroaki Yamane Ryohei Shimizu Yusuke Mukuta Tatsuya Harada 55 6 0 26 Feb 2022
Automated Identification of Toxic Code Reviews Using ToxiCR Jaydeb Sarker Asif Kamal Turzo Mingyou Dong Amiangshu Bosu 73 35 0 26 Feb 2022
Deep Understanding based Multi-Document Machine Reading Comprehension Feiliang Ren Yongkang Liu Bochao Li Zhibo Wang Yu Guo Shilei Liu Huimin Wu Jiaqi Wang Chunchao Liu Bingchao Wang 32 2 0 25 Feb 2022
NoisyTune: A Little Noise Can Help You Finetune Pretrained Language Models Better Chuhan Wu Fangzhao Wu Tao Qi Yongfeng Huang Xing Xie 77 60 0 24 Feb 2022
Short-answer scoring with ensembles of pretrained language models Christopher M. Ormerod 67 8 0 23 Feb 2022
Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt Lianzhe Huang Shuming Ma Dongdong Zhang Furu Wei Houfeng Wang VLM LRM 96 32 0 23 Feb 2022
Utilizing Out-Domain Datasets to Enhance Multi-Task Citation Analysis Dominique Mercier Syed Tahseen Raza Rizvi Vikas Rajashekar Sheraz Ahmed Andreas Dengel 55 1 0 22 Feb 2022
Hierarchical Interpretation of Neural Text Classification Hanqi Yan Lin Gui Yulan He 107 14 0 20 Feb 2022
Evaluating the Construct Validity of Text Embeddings with Application to Survey Questions Qixiang Fang D. Nguyen Daniel L. Oberski 96 12 0 18 Feb 2022
VLP: A Survey on Vision-Language Pre-training Feilong Chen Duzhen Zhang Minglun Han Xiuyi Chen Jing Shi Shuang Xu Bo Xu VLM 183 227 0 18 Feb 2022
'Beach' to 'Bitch': Inadvertent Unsafe Transcription of Kids' Content on YouTube Krithika Ramesh Ashiqur R. KhudaBukhsh Sumeet Kumar 55 5 0 17 Feb 2022
SAITS: Self-Attention-based Imputation for Time Series Wenjie Du David Cote Yang Liu AI4TS 116 270 0 17 Feb 2022
The NLP Task Effectiveness of Long-Range Transformers Guanghui Qin Yukun Feng Benjamin Van Durme 67 30 0 16 Feb 2022
Tomayto, Tomahto. Beyond Token-level Answer Equivalence for Question Answering Evaluation Jannis Bulian Christian Buck Wojciech Gajewski Benjamin Boerschinger Tal Schuster 105 47 0 15 Feb 2022
Threats to Pre-trained Language Models: Survey and Taxonomy Shangwei Guo Chunlong Xie Jiwei Li Lingjuan Lyu Tianwei Zhang PILM 57 32 0 14 Feb 2022
A Differential Entropy Estimator for Training Neural Networks Georg Pichler Pierre Colombo Malik Boudiaf Günther Koliander Pablo Piantanida 170 23 0 14 Feb 2022
PQuAD: A Persian Question Answering Dataset Kasra Darvishi Newsha Shahbodagh Zahra Abbasiantaeb S. Momtazi 36 19 0 13 Feb 2022
Double-Barreled Question Detection at Momentive Peng Jiang K. S. Muppalla Qingyue Wei C. N. Gopal Chun Wang 18 0 0 12 Feb 2022
FedQAS: Privacy-aware machine reading comprehension with federated learning Addi Ait-Mlouk Sadi Alawadi Salman Toor Andreas Hellander 62 11 0 09 Feb 2022
Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations Yu Meng Yunyi Zhang Jiaxin Huang Yu Zhang Jiawei Han 105 58 0 09 Feb 2022
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language Alexei Baevski Wei-Ning Hsu Qiantong Xu Arun Babu Jiatao Gu Michael Auli SSL VLM ViT 170 863 0 07 Feb 2022
Universal Spam Detection using Transfer Learning of BERT Model Vijay Srinivas Tida Sonya Hsu 91 50 0 07 Feb 2022
Hybrid Contrastive Quantization for Efficient Cross-View Video Retrieval Jinpeng Wang Bin Chen Dongliang Liao Ziyun Zeng Gongfu Li Shutao Xia Jin Xu 74 8 0 07 Feb 2022
Conversational Agents: Theory and Applications M. Wahde M. Virgolin LLMAG 68 26 0 07 Feb 2022
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework Peng Wang An Yang Rui Men Junyang Lin Shuai Bai Zhikang Li Jianxin Ma Chang Zhou Jingren Zhou Hongxia Yang MLLM ObjD 258 884 0 07 Feb 2022
Multilingual Hate Speech and Offensive Content Detection using Modified Cross-entropy Loss Arka Mitra Priyanshu Sankhala 36 6 0 05 Feb 2022
A Benchmark Corpus for the Detection of Automatically Generated Text in Academic Publications Vijini Liyanage Davide Buscaldi A. Nazarenko DeLMO 60 26 0 04 Feb 2022
Pre-Trained Language Models for Interactive Decision-Making Shuang Li Xavier Puig Chris Paxton Yilun Du Clinton Jia Wang ... Anima Anandkumar Jacob Andreas Igor Mordatch Antonio Torralba Yuke Zhu LM&Ro 135 264 0 03 Feb 2022
Relative Position Prediction as Pre-training for Text Encoders Rickard Brüel-Gabrielsson Chris Scarvelis 75 1 0 02 Feb 2022
GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records Xi Yang Aokun Chen Nima M. Pournejatian Hoo-Chang Shin Kaleb E. Smith ... Duane A. Mitchell W. Hogan E. Shenkman Jiang Bian Yonghui Wu AI4MH LM&MA 102 553 0 02 Feb 2022
Context-Aware Discrimination Detection in Job Vacancies using Computational Language Models S. Vethman A. Adhikari M. D. Boer J. V. Genabeek C. Veenman 46 2 0 02 Feb 2022
Regression Transformer: Concurrent sequence regression and generation for molecular language modeling Jannis Born Matteo Manica 114 97 0 01 Feb 2022
WebFormer: The Web-page Transformer for Structure Information Extraction Qifan Wang Yi Fang Anirudh Ravula Fuli Feng Xiaojun Quan Dongfang Liu ViT 202 68 0 01 Feb 2022
Stock2Vec: An Embedding to Improve Predictive Models for Companies Ziruo Yi Tingsong Xiao Kaz-Onyeakazi Ijeoma Ratnam Cheran Yuvraj Baweja Phillip Nelson AIFin 54 3 0 27 Jan 2022
Team Yao at Factify 2022: Utilizing Pre-trained Models and Co-attention Networks for Multi-Modal Fact Verification Wei-Yao Wang Chao-Han Huck Yang 44 10 0 26 Jan 2022
Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection Suchin Gururangan Dallas Card Sarah K. Drier E. K. Gade Leroy Z. Wang Zeyu Wang Luke Zettlemoyer Noah A. Smith 270 81 0 25 Jan 2022
OntoProtein: Protein Pretraining With Gene Ontology Embedding Ningyu Zhang Zhen Bi Xiaozhuan Liang Shuyang Cheng Haosen Hong Shumin Deng J. Lian Qiang Zhang Huajun Chen 194 99 0 23 Jan 2022
Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation Qianben Chen Richong Zhang Yaowei Zheng Yongyi Mao SSL 81 70 0 21 Jan 2022
Text Style Transfer for Bias Mitigation using Masked Language Modeling E. Tokpo T. Calders 64 36 0 21 Jan 2022
Identifying Adversarial Attacks on Text Classifiers Zhouhang Xie Jonathan Brophy Adam Noack Wencong You Kalyani Asthana Carter Perkins Sabrina Reis Sameer Singh Daniel Lowd AAML 84 10 0 21 Jan 2022
AutoDistill: an End-to-End Framework to Explore and Distill Hardware-Efficient Language Models Xiaofan Zhang Zongwei Zhou Deming Chen Yu Emma Wang 81 11 0 21 Jan 2022
LaMDA: Language Models for Dialog Applications R. Thoppilan Daniel De Freitas Jamie Hall Noam M. Shazeer Apoorv Kulshreshtha ... Blaise Aguera-Arcas Claire Cui M. Croak Ed H. Chi Quoc Le ALM 154 1,606 0 20 Jan 2022
Linguistically-driven Multi-task Pre-training for Low-resource Neural Machine Translation Zhuoyuan Mao Chenhui Chu Sadao Kurohashi 44 7 0 20 Jan 2022