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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
Improving Task-Agnostic BERT Distillation with Layer Mapping Search Xiaoqi Jiao Huating Chang Yichun Yin Lifeng Shang Xin Jiang Xiao Chen Linlin Li Fang Wang Qun Liu 49 12 0 11 Dec 2020
Towards Neural Programming Interfaces Zachary Brown Nathaniel R. Robinson David Wingate Nancy Fulda AI4CE 116 5 0 10 Dec 2020
Multilingual Transfer Learning for QA Using Translation as Data Augmentation Mihaela A. Bornea Lin Pan Sara Rosenthal Radu Florian Avirup Sil 52 39 0 10 Dec 2020
GNN-XML: Graph Neural Networks for Extreme Multi-label Text Classification Daoming Zong Shiliang Sun 41 9 0 10 Dec 2020
Generative Deep Learning Techniques for Password Generation D. Biesner K. Cvejoski B. Georgiev R. Sifa Erik Krupicka 44 5 0 10 Dec 2020
SongMASS: Automatic Song Writing with Pre-training and Alignment Constraint Zhonghao Sheng Kaitao Song Xu Tan Yi Ren Wei Ye Shikun Zhang Tao Qin CVBM 75 67 0 09 Dec 2020
Label Confusion Learning to Enhance Text Classification Models Biyang Guo Songqiao Han Xiao Han Hailiang Huang Ting Lu 108 69 0 09 Dec 2020
Fusing Context Into Knowledge Graph for Commonsense Question Answering Yichong Xu Chenguang Zhu Ruochen Xu Yang Liu Michael Zeng Xuedong Huang 82 72 0 09 Dec 2020
Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text Nishtha Madaan Inkit Padhi Naveen Panwar Diptikalyan Saha CML 97 101 0 08 Dec 2020
Facts2Story: Controlling Text Generation by Key Facts Eyal Orbach Yoav Goldberg 62 16 0 08 Dec 2020
Learning to Represent Programs with Heterogeneous Graphs Kechi Zhang Wenhan Wang Huangzhao Zhang Ge Li Zhi Jin GNN 61 65 0 08 Dec 2020
Parameter Efficient Multimodal Transformers for Video Representation Learning Sangho Lee Youngjae Yu Gunhee Kim Thomas Breuel Jan Kautz Yale Song ViT 104 78 0 08 Dec 2020
Semantics Altering Modifications for Evaluating Comprehension in Machine Reading Viktor Schlegel Goran Nenadic Riza Batista-Navarro 79 18 0 07 Dec 2020
Reference Knowledgeable Network for Machine Reading Comprehension Yilin Zhao Zhuosheng Zhang Hai Zhao 67 5 0 07 Dec 2020
An Empirical Survey of Unsupervised Text Representation Methods on Twitter Data Lili Wang Chongyang Gao Jason W. Wei Weicheng Ma Ruibo Liu Soroush Vosoughi 38 15 0 07 Dec 2020
Cross-Layer Distillation with Semantic Calibration Defang Chen Jian-Ping Mei Yuan Zhang Can Wang Yan Feng Chun-Yen Chen FedML 114 304 0 06 Dec 2020
Leveraging Order-Free Tag Relations for Context-Aware Recommendation Junmo Kang Jeonghwan Kim Suwon Shin Sung-Hyon Myaeng 3DV 32 1 0 05 Dec 2020
Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation Ruibo Liu Guangxuan Xu Chenyan Jia Weicheng Ma Lili Wang Soroush Vosoughi 90 110 0 05 Dec 2020
Evolving Character-Level DenseNet Architectures using Genetic Programming Trevor Londt Xiaoying Gao Peter M. Andreae AI4CE 20 8 0 03 Dec 2020
Evolving Character-level Convolutional Neural Networks for Text Classification Trevor Londt Xiaoying Gao Bing Xue Peter M. Andreae 29 4 0 03 Dec 2020
SAFCAR: Structured Attention Fusion for Compositional Action Recognition Tae Soo Kim Gregory Hager CoGe 67 10 0 03 Dec 2020
DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank Utterances X. Gu Kang Min Yoo Jung-Woo Ha 78 73 0 03 Dec 2020
Designing a Prospective COVID-19 Therapeutic with Reinforcement Learning Marcin J. Skwark Nicolás López Carranza Thomas Pierrot Joe Phillips Slim Said Alexandre Laterre Amine Kerkeni Uugur cSahin Karim Beguir 54 4 0 03 Dec 2020
Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains Haojie Pan Chengyu Wang Minghui Qiu Yichang Zhang Yaliang Li Jun Huang 83 51 0 02 Dec 2020
Extracting COVID-19 Diagnoses and Symptoms From Clinical Text: A New Annotated Corpus and Neural Event Extraction Framework K. Lybarger Mari Ostendorf M. Thompson Meliha Yetisgen 83 45 0 02 Dec 2020
Open-Ended Multi-Modal Relational Reasoning for Video Question Answering Haozheng Luo Ruiyang Qin Chenwei Xu Guo Ye Zening Luo 106 4 0 01 Dec 2020
Neural language models for text classification in evidence-based medicine Andrés Carvallo Denis Parra G. Rada Daniel Pérez Juan Vásquez Camilo Vergara LM&MA 13 6 0 01 Dec 2020
Denoising Pre-Training and Data Augmentation Strategies for Enhanced RDF Verbalization with Transformers Sébastien Montella Betty Fabre Tanguy Urvoy Johannes Heinecke L. Rojas-Barahona 83 14 0 01 Dec 2020
Deeper or Wider Networks of Point Clouds with Self-attention? Haoxi Ran Li Lu 3DPC 53 1 0 29 Nov 2020
Transformer Query-Target Knowledge Discovery (TEND): Drug Discovery from CORD-19 Leo K. Tam Xiaosong Wang Daguang Xu MedIm 47 2 0 28 Nov 2020
FFCI: A Framework for Interpretable Automatic Evaluation of Summarization Fajri Koto Timothy Baldwin Jey Han Lau HILM 111 37 0 27 Nov 2020
Relation Clustering in Narrative Knowledge Graphs Simone Mellace K. Vani Alessandro Antonucci 25 7 0 27 Nov 2020
Progressively Stacking 2.0: A Multi-stage Layerwise Training Method for BERT Training Speedup Cheng Yang Shengnan Wang Chao Yang Yuechuan Li Ru He Jingqiao Zhang 85 25 0 27 Nov 2020
Transformer-Based Models for Automatic Identification of Argument Relations: A Cross-Domain Evaluation Ramon Ruiz-Dolz S. H. Barberá José Alemany A. García-Fornes 42 37 0 26 Nov 2020
Automatic Distractor Generation for Multiple Choice Questions in Standard Tests Zhaopeng Qiu Xian Wu Wei Fan AI4Ed 65 47 0 26 Nov 2020
Learning to Expand: Reinforced Pseudo-relevance Feedback Selection for Information-seeking Conversations Haojie Pan Cen Chen Chengyu Wang Minghui Qiu Liu Yang Feng Ji Jun Huang 40 4 0 25 Nov 2020
Deep Magnification-Flexible Upsampling over 3D Point Clouds Y. Qian Junhui Hou Sam Kwong Ying He 3DPC 81 45 0 25 Nov 2020
Improving Clinical Outcome Predictions Using Convolution over Medical Entities with Multimodal Learning Batuhan Bardak Mehmet Tan 72 37 0 24 Nov 2020
Neural Text Classification by Jointly Learning to Cluster and Align Yekun Chai Haidong Zhang Shuo Jin 49 2 0 24 Nov 2020
GLGE: A New General Language Generation Evaluation Benchmark Dayiheng Liu Yu Yan Yeyun Gong Weizhen Qi Hang Zhang ... Jiancheng Lv Ruofei Zhang Winnie Wu Ming Zhou Nan Duan ELM 115 66 0 24 Nov 2020
Does BERT Understand Sentiment? Leveraging Comparisons Between Contextual and Non-Contextual Embeddings to Improve Aspect-Based Sentiment Models N. Reddy Pranaydeep Singh Muktabh Mayank Srivastava 32 7 0 23 Nov 2020
Scalable Graph Neural Networks for Heterogeneous Graphs Lingfan Yu Jiajun Shen Jinyang Li Adam Lerer GNN 66 50 0 19 Nov 2020
On the use of Self-supervised Pre-trained Acoustic and Linguistic Features for Continuous Speech Emotion Recognition Manon Macary Marie Tahon Yannick Esteve Anthony Rousseau SSL 77 55 0 18 Nov 2020
UP-DETR: Unsupervised Pre-training for Object Detection with Transformers Zhigang Dai Bolun Cai Yugeng Lin Junying Chen ViT 87 24 0 18 Nov 2020
Neural Semi-supervised Learning for Text Classification Under Large-Scale Pretraining Zijun Sun Chun Fan Xiaofei Sun Yuxian Meng Leilei Gan Jiwei Li 54 9 0 17 Nov 2020
MVP-BERT: Redesigning Vocabularies for Chinese BERT and Multi-Vocab Pretraining Wei-wei Zhu VLM 32 6 0 17 Nov 2020
NLPGym -- A toolkit for evaluating RL agents on Natural Language Processing Tasks Rajkumar Ramamurthy R. Sifa Christian Bauckhage 54 5 0 16 Nov 2020
IIT_kgp at FinCausal 2020, Shared Task 1: Causality Detection using Sentence Embeddings in Financial Reports Arka Mitra Harshvardhan Srivastava Yugam Tiwari 28 0 0 16 Nov 2020
ActBERT: Learning Global-Local Video-Text Representations Linchao Zhu Yi Yang ViT 137 423 0 14 Nov 2020
Transformer-Encoder Detector Module: Using Context to Improve Robustness to Adversarial Attacks on Object Detection Faisal Alamri Sinan Kalkan N. Pugeault ViT 46 7 0 13 Nov 2020